From 7fa65e0617cbf8e6b77f20bcfa2926767c1d0edf Mon Sep 17 00:00:00 2001 From: Animesh Singh Date: Mon, 3 Jun 2019 18:13:24 -0700 Subject: [PATCH] tensorflow canary example (#132) Adds a tensorflow canary example --- README.md | 4 +- docs/DEVELOPER_GUIDE.md | 45 +++++++++++++++ docs/diagrams/kfserving.png | Bin 0 -> 196252 bytes docs/samples/tensorflow/README.md | 54 +++++++++++++++++- .../samples/tensorflow/tensorflow-canary.yaml | 14 +++++ python/sklearnserver/model.joblib | Bin 5544 -> 0 bytes python/xgbserver/model.bst | Bin 25539 -> 0 bytes 7 files changed, 115 insertions(+), 2 deletions(-) create mode 100644 docs/diagrams/kfserving.png create mode 100644 docs/samples/tensorflow/tensorflow-canary.yaml delete mode 100644 python/sklearnserver/model.joblib delete mode 100644 python/xgbserver/model.bst diff --git a/README.md b/README.md index 888cb554ec0..50ef1b763c1 100644 --- a/README.md +++ b/README.md @@ -7,4 +7,6 @@ In the future, we hope to support more advanced use cases such as outlier detect This project is an evolution of the [original proposal in the Kubeflow repo](https://github.com/kubeflow/kubeflow/issues/2306). To know more about KFServing, please [read the docs](/docs) -For developers looking to contribute, please [follow this doc](/docs/DEVELOPER_GUIDE.md). \ No newline at end of file +For developers looking to contribute, please [follow this doc](/docs/DEVELOPER_GUIDE.md). + +![KFServing](./docs/diagrams/kfserving.png) \ No newline at end of file diff --git a/docs/DEVELOPER_GUIDE.md b/docs/DEVELOPER_GUIDE.md index 4d16fc0c60e..fc0a9bfdff4 100644 --- a/docs/DEVELOPER_GUIDE.md +++ b/docs/DEVELOPER_GUIDE.md @@ -193,6 +193,51 @@ controller is simply: make deploy-dev ``` +### Knative CLI (knctl): + +You can also use [Knative CLI (`knctl`)](https://github.com/cppforlife/knctl) to interact with models deployed on KFServing. It provides a simple set of commands to interact with a [Knative installation](https://github.com/knative/docs). You can grab pre-built binaries from the [Releases page](https://github.com/cppforlife/knctl/releases). Once downloaded, you can run the following commands to get it working. + +``` +# compare checksum output to what's included in the release notes +$ shasum -a 265 ~/Downloads/knctl-* + +# move binary to your system’s /usr/local/bin -- might require root password +$ mv ~/Downloads/knctl-* /usr/local/bin/knctl + +# make the newly copied file executable -- might require root password +$ chmod +x /usr/local/bin/knctl +``` + +You can then run a smoke test by running the following command to show the details of tensorflow sample revision. + +``` +knctl revision show -r flowers-sample-default-4s74r +Revision 'flowers-sample-default-4s74r' + +Name flowers-sample-default-4s74r +Tags - +Image digest index.docker.io/tensorflow/serving@sha256:df3c6fe1fbe5ccc3a916984ff313cc2d17e617f7b8782fc31e762c491325d813 +Log URL http://localhost:8001/api/v1/namespaces/knative-monitoring/services/kibana-logging/proxy/app/kibana#/discover?_a=(query:(match:(kubernetes.labels.knative-dev%2FrevisionUID:(query:'1135797e-8585-11e9-adbd-b680f8334647',type:phrase)))) +Annotations autoscaling.knative.dev/class: kpa.autoscaling.knative.dev + autoscaling.knative.dev/target: "1" +Age 1h + +Conditions + +Type Status Age Reason Message +Active False 59m NoTraffic The target is not receiving traffic. +BuildSucceeded True 1h - - +ContainerHealthy True 1h - - +Ready True 1h - - +ResourcesAvailable True 1h - - + +Pods conditions + +Pod Type Status Age Reason Message + +Succeeded +``` + ## Troubleshooting 1. 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z`LlBlgTBxFRpx()1PEQ;yWGnQxRcu9J|KC-y23zP!MUeZX=(Ye4dh^&cW}1zqb((UK-QsO}PFTn{WSdW|%gPjP{`q}}`6^?Gk16= F`~m(qimw0w literal 0 HcmV?d00001 diff --git a/docs/samples/tensorflow/README.md b/docs/samples/tensorflow/README.md index a3c4a5730b1..f0d50cd06e8 100644 --- a/docs/samples/tensorflow/README.md +++ b/docs/samples/tensorflow/README.md @@ -57,4 +57,56 @@ Expected Output ] * Connection #0 to host 34.83.190.188 left intact }% -``` \ No newline at end of file +``` + +If you stop making requests to the application, you should eventually see that your application scales itself back down to zero. Watch the pod until you see that it is `Terminating`. This should take approximately 90 seconds. + +``` +kubectl get pods --watch +``` + +Note: To exit the watch, use `ctrl + c`. + +## Canary Rollout + +To test a canary rollout, you can use the tensorflow-canary.yaml + +Apply the CRD +``` +kubectl apply -f tensorflow-canary.yaml +``` + +To verify if your traffic split percenage is applied correctly, you can use the following command: + +``` +kubectl get kfservices +NAME URL DEFAULT TRAFFIC CANARY TRAFFIC AGE +flowers-sample flowers-sample.default.example.com 90 10 48s +``` + +If you are using the [Knative CLI (knctl)](#knative-cli), run the following command + +``` +knctl route show --route flowers-sample +Route 'flowers-sample' + +Name flowers-sample +Domain flowers-sample.default.example.com +Internal Domain flowers-sample.default.svc.cluster.local +Age 1m + +Targets + +Percent Revision Service Domain +90% flowers-sample-default-4s74r - flowers-sample.default.example.com +10% flowers-sample-canary-bjdkm - flowers-sample.default.example.com + +Conditions + +Type Status Age Reason Message +AllTrafficAssigned True 46s - - +IngressReady True 45s - - +Ready True 45s - - + +Succeeded +``` diff --git a/docs/samples/tensorflow/tensorflow-canary.yaml b/docs/samples/tensorflow/tensorflow-canary.yaml new file mode 100644 index 00000000000..e105f19fed2 --- /dev/null +++ b/docs/samples/tensorflow/tensorflow-canary.yaml @@ -0,0 +1,14 @@ +apiVersion: "serving.kubeflow.org/v1alpha1" +kind: "KFService" +metadata: + name: "flowers-sample" +spec: + default: + # 90% of traffic is sent to this model + tensorflow: + modelUri: "gs://kfserving-samples/models/tensorflow/flowers" + canaryTrafficPercent: 10 + canary: + # 10% of traffic is sent to this model + tensorflow: + modelUri: "gs://kfserving-samples/models/tensorflow/flowers-2" diff --git a/python/sklearnserver/model.joblib b/python/sklearnserver/model.joblib deleted file mode 100644 index 8638baa4a2291291105b1433a0081fda930db3b9..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 5544 zcmeHL+iw(A7~fvmZZFdN_JW{NDHqq;aw!+xg(3wO3YObS!Etsw?GD}BH?!MX&1#8h zr4mh$U=;oU!;8V_14c;o#YogdfoL#>_@cg<;)PUcz;Dj^&I~(C19*93l3%CiobU4c zF6Ye7jO2y%fruh&F^@hN^@Jj_t}D80$LBBxC|XR3KmnW9f_+fPrhAosO;KQ$KQB;#QvGr?Dua{# zuZQG_0!8fqP+aM20aquAu!~tq#v@SN>D?aOdj87E=|B#ybU;a`camgs@g7S-siidw zXOx7lM&dCjv!;u1S`TY#Y(S0m!+nPW#W<1B;z2p6M%3gm%pMQ8a4IB+!iuD;&nr;w z|13~qOc|Mxh7`3woP>(5fZ<_K(SmVZfy(iK6NgdxIY~__8dPn*ffrNLPI5JPj)Z={2L!o=JKstmLFub;IgglU~C~S0KSEgt6J&h&seV#1cd+ zq7AVWu^h1i(T-S&ScNdM>qD$VtVe7>Y(#8A_z_zWTM=D|ZHOI+orqnC-H1Jiy@(#f zeuPmq1#tioL&On)NFs(1!-y9UFCtz-97Mc~7)6XB#u2X~4kKPeypA}6cmr`1aSRcd zjeqnM&*h*JO2#!^g2!1-pGbq(%&9+r41AQ;`K-QQeqmfSzCL!9`P$fZ&CBl>yvN@* zu4&Rpj_Du~Y%tv8UK;8$s`bNPDmTS#|HKQq6Dq*q~! 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