From a061879e4ce696ef0051701dfec0401d67e966e7 Mon Sep 17 00:00:00 2001 From: Alessio Pragliola <83355398+Al-Pragliola@users.noreply.github.com> Date: Mon, 11 Nov 2024 10:40:16 +0100 Subject: [PATCH] Feat: InferenceService reconcile function (#541) * feat(controller): added inferenceservice controller Signed-off-by: Alessio Pragliola * feat: added custom url to mr Signed-off-by: Alessio Pragliola * fix(csi): fix go.mod Signed-off-by: Alessio Pragliola --------- Signed-off-by: Alessio Pragliola --- csi/go.mod | 6 +- csi/go.sum | 12 +- go.mod | 73 +++- go.sum | 335 +++++++++++++++++- pkg/inferenceservice-controller/controller.go | 319 +++++++++++++++++ 5 files changed, 719 insertions(+), 26 deletions(-) create mode 100644 pkg/inferenceservice-controller/controller.go diff --git a/csi/go.mod b/csi/go.mod index 526aa125..e9aed4bc 100644 --- a/csi/go.mod +++ b/csi/go.mod @@ -3,7 +3,7 @@ module github.com/kubeflow/model-registry/csi go 1.21 require ( - github.com/kserve/kserve v0.13.1 + github.com/kserve/kserve v0.12.1 github.com/kubeflow/model-registry v0.2.9 ) @@ -53,8 +53,8 @@ require ( google.golang.org/protobuf v1.35.1 // indirect gopkg.in/inf.v0 v0.9.1 // indirect gopkg.in/yaml.v2 v2.4.0 // indirect - k8s.io/api v0.28.4 // indirect - k8s.io/apimachinery v0.28.4 // indirect + k8s.io/api v0.29.0 // indirect + k8s.io/apimachinery v0.29.0 // indirect k8s.io/klog/v2 v2.110.1 // indirect k8s.io/utils v0.0.0-20230726121419-3b25d923346b // indirect knative.dev/pkg v0.0.0-20231115001034-97c7258e3a98 // indirect diff --git a/csi/go.sum b/csi/go.sum index e80faa6d..2e6ddee5 100644 --- a/csi/go.sum +++ b/csi/go.sum @@ -110,8 +110,8 @@ github.com/kr/pretty v0.3.1 h1:flRD4NNwYAUpkphVc1HcthR4KEIFJ65n8Mw5qdRn3LE= github.com/kr/pretty v0.3.1/go.mod h1:hoEshYVHaxMs3cyo3Yncou5ZscifuDolrwPKZanG3xk= github.com/kr/text v0.2.0 h1:5Nx0Ya0ZqY2ygV366QzturHI13Jq95ApcVaJBhpS+AY= github.com/kr/text v0.2.0/go.mod h1:eLer722TekiGuMkidMxC/pM04lWEeraHUUmBw8l2grE= -github.com/kserve/kserve v0.13.1 h1:MRszrN5pf1nNzBBoyTeBsoIYcbWvuve5G1pBwdKj9dI= -github.com/kserve/kserve v0.13.1/go.mod h1:l6fHejIVM3RYO9cD9Q0gQ4eriCz3lQaFIdcT05rMUbs= +github.com/kserve/kserve v0.12.1 h1:gVbrtEokm0VcBa3p1HP4i8aBgktH/WLRMBE6xFQHW3Y= +github.com/kserve/kserve v0.12.1/go.mod h1:Rz6mjJFdMIW12dy5enQF767P+xprmltC3+lL2HZwpMY= github.com/kubeflow/model-registry v0.2.9 h1:+uOUeJwo9yzUObfqdgmQmGhrWWVi0mKGK8hK5UFBnFM= github.com/kubeflow/model-registry v0.2.9/go.mod h1:QXBKUJhldJj6mB81+OBUIUYtajUzQw72zIoPbCSDriM= github.com/modern-go/concurrent v0.0.0-20180228061459-e0a39a4cb421/go.mod h1:6dJC0mAP4ikYIbvyc7fijjWJddQyLn8Ig3JB5CqoB9Q= @@ -314,10 +314,10 @@ honnef.co/go/tools v0.0.0-20190102054323-c2f93a96b099/go.mod h1:rf3lG4BRIbNafJWh honnef.co/go/tools v0.0.0-20190106161140-3f1c8253044a/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4= honnef.co/go/tools v0.0.0-20190418001031-e561f6794a2a/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4= honnef.co/go/tools v0.0.0-20190523083050-ea95bdfd59fc/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4= -k8s.io/api v0.28.4 h1:8ZBrLjwosLl/NYgv1P7EQLqoO8MGQApnbgH8tu3BMzY= -k8s.io/api v0.28.4/go.mod h1:axWTGrY88s/5YE+JSt4uUi6NMM+gur1en2REMR7IRj0= -k8s.io/apimachinery v0.28.4 h1:zOSJe1mc+GxuMnFzD4Z/U1wst50X28ZNsn5bhgIIao8= -k8s.io/apimachinery v0.28.4/go.mod h1:wI37ncBvfAoswfq626yPTe6Bz1c22L7uaJ8dho83mgg= +k8s.io/api v0.29.0 h1:NiCdQMY1QOp1H8lfRyeEf8eOwV6+0xA6XEE44ohDX2A= +k8s.io/api v0.29.0/go.mod h1:sdVmXoz2Bo/cb77Pxi71IPTSErEW32xa4aXwKH7gfBA= +k8s.io/apimachinery v0.29.0 h1:+ACVktwyicPz0oc6MTMLwa2Pw3ouLAfAon1wPLtG48o= +k8s.io/apimachinery v0.29.0/go.mod h1:eVBxQ/cwiJxH58eK/jd/vAk4mrxmVlnpBH5J2GbMeis= k8s.io/klog/v2 v2.110.1 h1:U/Af64HJf7FcwMcXyKm2RPM22WZzyR7OSpYj5tg3cL0= k8s.io/klog/v2 v2.110.1/go.mod h1:YGtd1984u+GgbuZ7e08/yBuAfKLSO0+uR1Fhi6ExXjo= k8s.io/utils v0.0.0-20230726121419-3b25d923346b h1:sgn3ZU783SCgtaSJjpcVVlRqd6GSnlTLKgpAAttJvpI= diff --git a/go.mod b/go.mod index 9dfa4ae1..0efebf2f 100644 --- a/go.mod +++ b/go.mod @@ -5,7 +5,9 @@ go 1.21 require ( github.com/go-chi/chi/v5 v5.1.0 github.com/go-chi/cors v1.2.1 + github.com/go-logr/logr v1.4.1 github.com/golang/glog v1.2.2 + github.com/kserve/kserve v0.12.1 github.com/spf13/cobra v1.8.1 github.com/spf13/pflag v1.0.5 github.com/spf13/viper v1.19.0 @@ -13,25 +15,87 @@ require ( github.com/testcontainers/testcontainers-go v0.33.0 google.golang.org/grpc v1.67.1 google.golang.org/protobuf v1.35.1 + k8s.io/api v0.29.0 + k8s.io/apimachinery v0.29.0 + sigs.k8s.io/controller-runtime v0.16.3 ) require ( + cloud.google.com/go v0.112.1 // indirect + cloud.google.com/go/compute/metadata v0.5.0 // indirect + cloud.google.com/go/iam v1.1.6 // indirect + cloud.google.com/go/storage v1.38.0 // indirect github.com/AdaLogics/go-fuzz-headers v0.0.0-20230811130428-ced1acdcaa24 // indirect + github.com/aws/aws-sdk-go v1.48.0 // indirect + github.com/beorn7/perks v1.0.1 // indirect + github.com/blendle/zapdriver v1.3.1 // indirect + github.com/cespare/xxhash/v2 v2.3.0 // indirect github.com/containerd/platforms v0.2.1 // indirect github.com/distribution/reference v0.6.0 // indirect + github.com/emicklei/go-restful/v3 v3.11.0 // indirect + github.com/evanphx/json-patch/v5 v5.7.0 // indirect github.com/felixge/httpsnoop v1.0.4 // indirect - github.com/go-logr/logr v1.4.1 // indirect github.com/go-logr/stdr v1.2.2 // indirect + github.com/go-openapi/jsonpointer v0.20.0 // indirect + github.com/go-openapi/jsonreference v0.20.2 // indirect + github.com/go-openapi/swag v0.22.4 // indirect + github.com/golang/groupcache v0.0.0-20210331224755-41bb18bfe9da // indirect + github.com/golang/protobuf v1.5.3 // indirect + github.com/google/gnostic-models v0.6.8 // indirect + github.com/google/go-cmp v0.6.0 // indirect + github.com/google/go-containerregistry v0.16.1 // indirect + github.com/google/gofuzz v1.2.0 // indirect + github.com/google/s2a-go v0.1.7 // indirect + github.com/googleapis/enterprise-certificate-proxy v0.3.2 // indirect + github.com/googleapis/gax-go/v2 v2.12.3 // indirect + github.com/googleapis/google-cloud-go-testing v0.0.0-20210719221736-1c9a4c676720 // indirect + github.com/imdario/mergo v0.3.16 // indirect + github.com/jmespath/go-jmespath v0.4.0 // indirect + github.com/josharian/intern v1.0.0 // indirect + github.com/json-iterator/go v1.1.12 // indirect + github.com/mailru/easyjson v0.7.7 // indirect + github.com/matttproud/golang_protobuf_extensions/v2 v2.0.0 // indirect github.com/moby/docker-image-spec v1.3.1 // indirect github.com/moby/sys/user v0.1.0 // indirect github.com/moby/sys/userns v0.1.0 // indirect + github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd // indirect + github.com/modern-go/reflect2 v1.0.2 // indirect + github.com/munnerz/goautoneg v0.0.0-20191010083416-a7dc8b61c822 // indirect + github.com/prometheus/client_golang v1.17.0 // indirect + github.com/prometheus/client_model v0.5.0 // indirect + github.com/prometheus/common v0.45.0 // indirect + github.com/prometheus/procfs v0.12.0 // indirect + go.opencensus.io v0.24.0 // indirect + go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.49.0 // indirect go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.49.0 // indirect go.opentelemetry.io/otel v1.24.0 // indirect go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttp v1.19.0 // indirect go.opentelemetry.io/otel/metric v1.24.0 // indirect - go.opentelemetry.io/otel/sdk v1.19.0 // indirect go.opentelemetry.io/otel/trace v1.24.0 // indirect + go.uber.org/zap v1.26.0 // indirect golang.org/x/crypto v0.26.0 // indirect + golang.org/x/oauth2 v0.22.0 // indirect + golang.org/x/sync v0.8.0 // indirect + golang.org/x/term v0.23.0 // indirect + golang.org/x/time v0.5.0 // indirect + gomodules.xyz/jsonpatch/v2 v2.4.0 // indirect + google.golang.org/api v0.171.0 // indirect + google.golang.org/genproto v0.0.0-20240213162025-012b6fc9bca9 // indirect + google.golang.org/genproto/googleapis/api v0.0.0-20240814211410-ddb44dafa142 // indirect + gopkg.in/inf.v0 v0.9.1 // indirect + gopkg.in/yaml.v2 v2.4.0 // indirect + k8s.io/apiextensions-apiserver v0.28.4 // indirect + k8s.io/client-go v0.29.0 // indirect + k8s.io/component-base v0.28.4 // indirect + k8s.io/klog/v2 v2.110.1 // indirect + k8s.io/kube-openapi v0.0.0-20231113174909-778a5567bc1e // indirect + k8s.io/utils v0.0.0-20230726121419-3b25d923346b // indirect + knative.dev/networking v0.0.0-20231115015815-3af9769712cd // indirect + knative.dev/pkg v0.0.0-20231115001034-97c7258e3a98 // indirect + knative.dev/serving v0.39.3 // indirect + sigs.k8s.io/json v0.0.0-20221116044647-bc3834ca7abd // indirect + sigs.k8s.io/structured-merge-diff/v4 v4.4.1 // indirect + sigs.k8s.io/yaml v1.4.0 // indirect ) require ( @@ -77,9 +141,8 @@ require ( github.com/tklauser/go-sysconf v0.3.12 // indirect github.com/tklauser/numcpus v0.6.1 // indirect github.com/yusufpapurcu/wmi v1.2.3 // indirect - go.uber.org/atomic v1.9.0 // indirect - go.uber.org/multierr v1.9.0 // indirect - golang.org/x/exp v0.0.0-20230905200255-921286631fa9 + go.uber.org/multierr v1.11.0 // indirect + golang.org/x/exp v0.0.0-20231110203233-9a3e6036ecaa golang.org/x/net v0.28.0 // indirect golang.org/x/sys v0.24.0 // indirect golang.org/x/text v0.17.0 // indirect diff --git a/go.sum b/go.sum index 192ab48a..6a639a23 100644 --- a/go.sum +++ b/go.sum @@ -1,13 +1,48 @@ +cloud.google.com/go v0.26.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw= +cloud.google.com/go v0.34.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw= +cloud.google.com/go v0.38.0/go.mod h1:990N+gfupTy94rShfmMCWGDn0LpTmnzTp2qbd1dvSRU= +cloud.google.com/go v0.44.1/go.mod h1:iSa0KzasP4Uvy3f1mN/7PiObzGgflwredwwASm/v6AU= +cloud.google.com/go v0.44.2/go.mod h1:60680Gw3Yr4ikxnPRS/oxxkBccT6SA1yMk63TGekxKY= +cloud.google.com/go v0.44.3/go.mod h1:60680Gw3Yr4ikxnPRS/oxxkBccT6SA1yMk63TGekxKY= +cloud.google.com/go v0.112.1 h1:uJSeirPke5UNZHIb4SxfZklVSiWWVqW4oXlETwZziwM= +cloud.google.com/go v0.112.1/go.mod h1:+Vbu+Y1UU+I1rjmzeMOb/8RfkKJK2Gyxi1X6jJCZLo4= +cloud.google.com/go/bigquery v1.0.1/go.mod h1:i/xbL2UlR5RvWAURpBYZTtm/cXjCha9lbfbpx4poX+o= +cloud.google.com/go/compute/metadata v0.5.0 h1:Zr0eK8JbFv6+Wi4ilXAR8FJ3wyNdpxHKJNPos6LTZOY= +cloud.google.com/go/compute/metadata v0.5.0/go.mod h1:aHnloV2TPI38yx4s9+wAZhHykWvVCfu7hQbF+9CWoiY= +cloud.google.com/go/datastore v1.0.0/go.mod h1:LXYbyblFSglQ5pkeyhO+Qmw7ukd3C+pD7TKLgZqpHYE= +cloud.google.com/go/iam v1.1.6 h1:bEa06k05IO4f4uJonbB5iAgKTPpABy1ayxaIZV/GHVc= +cloud.google.com/go/iam v1.1.6/go.mod h1:O0zxdPeGBoFdWW3HWmBxJsk0pfvNM/p/qa82rWOGTwI= +cloud.google.com/go/storage v1.38.0 h1:Az68ZRGlnNTpIBbLjSMIV2BDcwwXYlRlQzis0llkpJg= +cloud.google.com/go/storage v1.38.0/go.mod h1:tlUADB0mAb9BgYls9lq+8MGkfzOXuLrnHXlpHmvFJoY= +contrib.go.opencensus.io/exporter/ocagent v0.7.1-0.20200907061046-05415f1de66d h1:LblfooH1lKOpp1hIhukktmSAxFkqMPFk9KR6iZ0MJNI= +contrib.go.opencensus.io/exporter/ocagent v0.7.1-0.20200907061046-05415f1de66d/go.mod h1:IshRmMJBhDfFj5Y67nVhMYTTIze91RUeT73ipWKs/GY= +contrib.go.opencensus.io/exporter/prometheus v0.4.2 h1:sqfsYl5GIY/L570iT+l93ehxaWJs2/OwXtiWwew3oAg= +contrib.go.opencensus.io/exporter/prometheus v0.4.2/go.mod h1:dvEHbiKmgvbr5pjaF9fpw1KeYcjrnC1J8B+JKjsZyRQ= dario.cat/mergo v1.0.0 h1:AGCNq9Evsj31mOgNPcLyXc+4PNABt905YmuqPYYpBWk= dario.cat/mergo v1.0.0/go.mod h1:uNxQE+84aUszobStD9th8a29P2fMDhsBdgRYvZOxGmk= github.com/AdaLogics/go-fuzz-headers v0.0.0-20230811130428-ced1acdcaa24 h1:bvDV9vkmnHYOMsOr4WLk+Vo07yKIzd94sVoIqshQ4bU= github.com/AdaLogics/go-fuzz-headers v0.0.0-20230811130428-ced1acdcaa24/go.mod h1:8o94RPi1/7XTJvwPpRSzSUedZrtlirdB3r9Z20bi2f8= github.com/Azure/go-ansiterm v0.0.0-20210617225240-d185dfc1b5a1 h1:UQHMgLO+TxOElx5B5HZ4hJQsoJ/PvUvKRhJHDQXO8P8= github.com/Azure/go-ansiterm v0.0.0-20210617225240-d185dfc1b5a1/go.mod h1:xomTg63KZ2rFqZQzSB4Vz2SUXa1BpHTVz9L5PTmPC4E= +github.com/BurntSushi/toml v0.3.1/go.mod h1:xHWCNGjB5oqiDr8zfno3MHue2Ht5sIBksp03qcyfWMU= +github.com/BurntSushi/xgb v0.0.0-20160522181843-27f122750802/go.mod h1:IVnqGOEym/WlBOVXweHU+Q+/VP0lqqI8lqeDx9IjBqo= github.com/Microsoft/go-winio v0.6.2 h1:F2VQgta7ecxGYO8k3ZZz3RS8fVIXVxONVUPlNERoyfY= github.com/Microsoft/go-winio v0.6.2/go.mod h1:yd8OoFMLzJbo9gZq8j5qaps8bJ9aShtEA8Ipt1oGCvU= +github.com/aws/aws-sdk-go v1.48.0 h1:1SeJ8agckRDQvnSCt1dGZYAwUaoD2Ixj6IaXB4LCv8Q= +github.com/aws/aws-sdk-go v1.48.0/go.mod h1:LF8svs817+Nz+DmiMQKTO3ubZ/6IaTpq3TjupRn3Eqk= +github.com/beorn7/perks v1.0.1 h1:VlbKKnNfV8bJzeqoa4cOKqO6bYr3WgKZxO8Z16+hsOM= +github.com/beorn7/perks v1.0.1/go.mod h1:G2ZrVWU2WbWT9wwq4/hrbKbnv/1ERSJQ0ibhJ6rlkpw= +github.com/blendle/zapdriver v1.3.1 h1:C3dydBOWYRiOk+B8X9IVZ5IOe+7cl+tGOexN4QqHfpE= +github.com/blendle/zapdriver v1.3.1/go.mod h1:mdXfREi6u5MArG4j9fewC+FGnXaBR+T4Ox4J2u4eHCc= github.com/cenkalti/backoff/v4 v4.2.1 h1:y4OZtCnogmCPw98Zjyt5a6+QwPLGkiQsYW5oUqylYbM= github.com/cenkalti/backoff/v4 v4.2.1/go.mod h1:Y3VNntkOUPxTVeUxJ/G5vcM//AlwfmyYozVcomhLiZE= +github.com/census-instrumentation/opencensus-proto v0.2.1/go.mod h1:f6KPmirojxKA12rnyqOA5BBL4O983OfeGPqjHWSTneU= +github.com/census-instrumentation/opencensus-proto v0.4.1 h1:iKLQ0xPNFxR/2hzXZMrBo8f1j86j5WHzznCCQxV/b8g= +github.com/census-instrumentation/opencensus-proto v0.4.1/go.mod h1:4T9NM4+4Vw91VeyqjLS6ao50K5bOcLKN6Q42XnYaRYw= +github.com/cespare/xxhash/v2 v2.3.0 h1:UL815xU9SqsFlibzuggzjXhog7bL6oX9BbNZnL2UFvs= +github.com/cespare/xxhash/v2 v2.3.0/go.mod h1:VGX0DQ3Q6kWi7AoAeZDth3/j3BFtOZR5XLFGgcrjCOs= +github.com/client9/misspell v0.3.4/go.mod h1:qj6jICC3Q7zFZvVWo7KLAzC3yx5G7kyvSDkc90ppPyw= +github.com/cncf/udpa/go v0.0.0-20191209042840-269d4d468f6f/go.mod h1:M8M6+tZqaGXZJjfX53e64911xZQV5JYwmTeXPW+k8Sc= github.com/containerd/log v0.1.0 h1:TCJt7ioM2cr/tfR8GPbGf9/VRAX8D2B4PjzCpfX540I= github.com/containerd/log v0.1.0/go.mod h1:VRRf09a7mHDIRezVKTRCrOq78v577GXq3bSa3EhrzVo= github.com/containerd/platforms v0.2.1 h1:zvwtM3rz2YHPQsF2CHYM8+KtB5dvhISiXh5ZpSBQv6A= @@ -15,6 +50,7 @@ github.com/containerd/platforms v0.2.1/go.mod h1:XHCb+2/hzowdiut9rkudds9bE5yJ7np github.com/cpuguy83/dockercfg v0.3.1 h1:/FpZ+JaygUR/lZP2NlFI2DVfrOEMAIKP5wWEJdoYe9E= github.com/cpuguy83/dockercfg v0.3.1/go.mod h1:sugsbF4//dDlL/i+S+rtpIWp+5h0BHJHfjj5/jFyUJc= github.com/cpuguy83/go-md2man/v2 v2.0.4/go.mod h1:tgQtvFlXSQOSOSIRvRPT7W67SCa46tRHOmNcaadrF8o= +github.com/creack/pty v1.1.9/go.mod h1:oKZEueFk5CKHvIhNR5MUki03XCEU+Q6VDXinZuGJ33E= github.com/creack/pty v1.1.18 h1:n56/Zwd5o6whRC5PMGretI4IdRLlmBXYNjScPaBgsbY= github.com/creack/pty v1.1.18/go.mod h1:MOBLtS5ELjhRRrroQr9kyvTxUAFNvYEK993ew/Vr4O4= github.com/davecgh/go-spew v1.1.0/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38= @@ -29,6 +65,16 @@ github.com/docker/go-connections v0.5.0 h1:USnMq7hx7gwdVZq1L49hLXaFtUdTADjXGp+uj github.com/docker/go-connections v0.5.0/go.mod h1:ov60Kzw0kKElRwhNs9UlUHAE/F9Fe6GLaXnqyDdmEXc= github.com/docker/go-units v0.5.0 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h1:TMyTOH3F/DB16zRVcYyreMH6GnZZrwQVAoYjRBZyWFQ= +github.com/rogpeppe/go-internal v1.10.0/go.mod h1:UQnix2H7Ngw/k4C5ijL5+65zddjncjaFoBhdsK/akog= github.com/russross/blackfriday/v2 v2.1.0/go.mod h1:+Rmxgy9KzJVeS9/2gXHxylqXiyQDYRxCVz55jmeOWTM= github.com/sagikazarmark/locafero v0.4.0 h1:HApY1R9zGo4DBgr7dqsTH/JJxLTTsOt7u6keLGt6kNQ= github.com/sagikazarmark/locafero v0.4.0/go.mod h1:Pe1W6UlPYUk/+wc/6KFhbORCfqzgYEpgQ3O5fPuL3H4= @@ -138,6 +302,7 @@ github.com/stretchr/testify v1.3.0/go.mod h1:M5WIy9Dh21IEIfnGCwXGc5bZfKNJtfHm1UV github.com/stretchr/testify v1.7.0/go.mod h1:6Fq8oRcR53rry900zMqJjRRixrwX3KX962/h/Wwjteg= github.com/stretchr/testify v1.7.1/go.mod h1:6Fq8oRcR53rry900zMqJjRRixrwX3KX962/h/Wwjteg= github.com/stretchr/testify v1.8.0/go.mod h1:yNjHg4UonilssWZ8iaSj1OCr/vHnekPRkoO+kdMU+MU= +github.com/stretchr/testify v1.8.1/go.mod h1:w2LPCIKwWwSfY2zedu0+kehJoqGctiVI29o6fzry7u4= github.com/stretchr/testify v1.8.4/go.mod h1:sz/lmYIOXD/1dqDmKjjqLyZ2RngseejIcXlSw2iwfAo= github.com/stretchr/testify v1.9.0 h1:HtqpIVDClZ4nwg75+f6Lvsy/wHu+3BoSGCbBAcpTsTg= github.com/stretchr/testify v1.9.0/go.mod h1:r2ic/lqez/lEtzL7wO/rwa5dbSLXVDPFyf8C91i36aY= @@ -153,6 +318,12 @@ github.com/yuin/goldmark v1.1.27/go.mod h1:3hX8gzYuyVAZsxl0MRgGTJEmQBFcNTphYh9de github.com/yuin/goldmark v1.2.1/go.mod h1:3hX8gzYuyVAZsxl0MRgGTJEmQBFcNTphYh9decYSb74= github.com/yusufpapurcu/wmi v1.2.3 h1:E1ctvB7uKFMOJw3fdOW32DwGE9I7t++CRUEMKvFoFiw= github.com/yusufpapurcu/wmi v1.2.3/go.mod h1:SBZ9tNy3G9/m5Oi98Zks0QjeHVDvuK0qfxQmPyzfmi0= +go.opencensus.io v0.21.0/go.mod h1:mSImk1erAIZhrmZN+AvHh14ztQfjbGwt4TtuofqLduU= +go.opencensus.io v0.22.0/go.mod h1:+kGneAE2xo2IficOXnaByMWTGM9T73dGwxeWcUqIpI8= +go.opencensus.io v0.24.0 h1:y73uSU6J157QMP2kn2r30vwW1A2W2WFwSCGnAVxeaD0= +go.opencensus.io v0.24.0/go.mod h1:vNK8G9p7aAivkbmorf4v+7Hgx+Zs0yY+0fOtgBfjQKo= +go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.49.0 h1:4Pp6oUg3+e/6M4C0A/3kJ2VYa++dsWVTtGgLVj5xtHg= +go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.49.0/go.mod h1:Mjt1i1INqiaoZOMGR1RIUJN+i3ChKoFRqzrRQhlkbs0= go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.49.0 h1:jq9TW8u3so/bN+JPT166wjOI6/vQPF6Xe7nMNIltagk= go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.49.0/go.mod h1:p8pYQP+m5XfbZm9fxtSKAbM6oIllS7s2AfxrChvc7iw= go.opentelemetry.io/otel v1.24.0 h1:0LAOdjNmQeSTzGBzduGe/rU4tZhMwL5rWgtp9Ku5Jfo= @@ -163,36 +334,79 @@ go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttp v1.19.0 h1:IeMey go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttp v1.19.0/go.mod h1:oVdCUtjq9MK9BlS7TtucsQwUcXcymNiEDjgDD2jMtZU= go.opentelemetry.io/otel/metric v1.24.0 h1:6EhoGWWK28x1fbpA4tYTOWBkPefTDQnb8WSGXlc88kI= go.opentelemetry.io/otel/metric v1.24.0/go.mod h1:VYhLe1rFfxuTXLgj4CBiyz+9WYBA8pNGJgDcSFRKBco= -go.opentelemetry.io/otel/sdk v1.19.0 h1:6USY6zH+L8uMH8L3t1enZPR3WFEmSTADlqldyHtJi3o= -go.opentelemetry.io/otel/sdk v1.19.0/go.mod h1:NedEbbS4w3C6zElbLdPJKOpJQOrGUJ+GfzpjUvI0v1A= +go.opentelemetry.io/otel/sdk v1.22.0 h1:6coWHw9xw7EfClIC/+O31R8IY3/+EiRFHevmHafB2Gw= +go.opentelemetry.io/otel/sdk v1.22.0/go.mod h1:iu7luyVGYovrRpe2fmj3CVKouQNdTOkxtLzPvPz1DOc= go.opentelemetry.io/otel/trace v1.24.0 h1:CsKnnL4dUAr/0llH9FKuc698G04IrpWV0MQA/Y1YELI= go.opentelemetry.io/otel/trace v1.24.0/go.mod h1:HPc3Xr/cOApsBI154IU0OI0HJexz+aw5uPdbs3UCjNU= go.opentelemetry.io/proto/otlp v1.0.0 h1:T0TX0tmXU8a3CbNXzEKGeU5mIVOdf0oykP+u2lIVU/I= go.opentelemetry.io/proto/otlp v1.0.0/go.mod h1:Sy6pihPLfYHkr3NkUbEhGHFhINUSI/v80hjKIs5JXpM= -go.uber.org/atomic v1.9.0 h1:ECmE8Bn/WFTYwEW/bpKD3M8VtR/zQVbavAoalC1PYyE= -go.uber.org/atomic v1.9.0/go.mod h1:fEN4uk6kAWBTFdckzkM89CLk9XfWZrxpCo0nPH17wJc= -go.uber.org/multierr v1.9.0 h1:7fIwc/ZtS0q++VgcfqFDxSBZVv/Xo49/SYnDFupUwlI= -go.uber.org/multierr v1.9.0/go.mod h1:X2jQV1h+kxSjClGpnseKVIxpmcjrj7MNnI0bnlfKTVQ= +go.uber.org/atomic v1.4.0/go.mod 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h1:150L+0vs/8DA78h1u02ooW1/fFq/Lwr+sGiqlzvrtq4= +sigs.k8s.io/structured-merge-diff/v4 v4.4.1/go.mod h1:N8hJocpFajUSSeSJ9bOZ77VzejKZaXsTtZo4/u7Io08= +sigs.k8s.io/yaml v1.4.0 h1:Mk1wCc2gy/F0THH0TAp1QYyJNzRm2KCLy3o5ASXVI5E= +sigs.k8s.io/yaml v1.4.0/go.mod h1:Ejl7/uTz7PSA4eKMyQCUTnhZYNmLIl+5c2lQPGR2BPY= diff --git a/pkg/inferenceservice-controller/controller.go b/pkg/inferenceservice-controller/controller.go new file mode 100644 index 00000000..bbefbdc5 --- /dev/null +++ b/pkg/inferenceservice-controller/controller.go @@ -0,0 +1,319 @@ +package inferenceservicecontroller + +import ( + "context" + "fmt" + + "github.com/go-logr/logr" + kservev1beta1 "github.com/kserve/kserve/pkg/apis/serving/v1beta1" + "github.com/kubeflow/model-registry/pkg/openapi" + corev1 "k8s.io/api/core/v1" + apierrs "k8s.io/apimachinery/pkg/api/errors" + "k8s.io/apimachinery/pkg/types" + ctrl "sigs.k8s.io/controller-runtime" + "sigs.k8s.io/controller-runtime/pkg/client" + "sigs.k8s.io/controller-runtime/pkg/controller/controllerutil" +) + +type InferenceServiceController struct { + client client.Client + log logr.Logger + bearerToken string + inferenceServiceIDLabel string + registeredModelIDLabel string + modelVersionIDLabel string + modelRegistryNamespaceLabel string + modelRegistryNameLabel string + modelRegistryURLLabel string + modelRegistryFinalizer string + defaultModelRegistryNamespace string +} + +func NewInferenceServiceController(client client.Client, log logr.Logger, bearerToken, isIDLabel, regModelIDLabel, modelVerIDLabel, mrNamespaceLabel, mrNameLabel, mrURLLabel, mrFinalizer, defaultMRNamespace string) *InferenceServiceController { + return &InferenceServiceController{ + client: client, + log: log, + bearerToken: bearerToken, + inferenceServiceIDLabel: isIDLabel, + registeredModelIDLabel: regModelIDLabel, + modelVersionIDLabel: modelVerIDLabel, + modelRegistryNamespaceLabel: mrNamespaceLabel, + modelRegistryNameLabel: mrNameLabel, + modelRegistryURLLabel: mrURLLabel, + modelRegistryFinalizer: mrFinalizer, + defaultModelRegistryNamespace: defaultMRNamespace, + } +} + +// Reconcile performs the reconciliation of the model registry based on Kubeflow InferenceService CRs +func (r *InferenceServiceController) Reconcile(ctx context.Context, req ctrl.Request) (ctrl.Result, error) { + mrNamespace := r.defaultModelRegistryNamespace + mrIs := &openapi.InferenceService{} + mrApiCtx := context.Background() + + if r.bearerToken != "" { + mrApiCtx = context.WithValue(context.Background(), openapi.ContextAccessToken, r.bearerToken) + } + + // Initialize logger format + log := r.log.WithValues("InferenceService", req.Name, "namespace", req.Namespace) + + isvc := &kservev1beta1.InferenceService{} + err := r.client.Get(ctx, req.NamespacedName, isvc) + if err != nil { + if apierrs.IsNotFound(err) { + log.V(1).Info("Stop ModelRegistry InferenceService reconciliation, ISVC not found.") + return ctrl.Result{}, nil + } + + log.Error(err, "Unable to fetch the InferenceService") + return ctrl.Result{}, err + } + + mrIsvcId, okMrIsvcId := isvc.Labels[r.inferenceServiceIDLabel] + registeredModelId, okRegisteredModelId := isvc.Labels[r.registeredModelIDLabel] + modelVersionId := isvc.Labels[r.modelVersionIDLabel] + mrName, okMrName := isvc.Labels[r.modelRegistryNameLabel] + mrUrl := isvc.Labels[r.modelRegistryURLLabel] + + if !okMrIsvcId && !okRegisteredModelId && !okMrName { + // Early check: no model registry specific labels set in the ISVC, ignore the CR + log.Error(fmt.Errorf("missing model registry specific label, unable to link ISVC to Model Registry, skipping InferenceService"), "Stop ModelRegistry InferenceService reconciliation") + return ctrl.Result{}, nil + } + + if mrNSFromISVC, ok := isvc.Labels[r.modelRegistryNamespaceLabel]; ok { + mrNamespace = mrNSFromISVC + } + + log.Info("Creating model registry service..") + mrApi, err := r.initModelRegistryService(ctx, log, mrName, mrNamespace, mrUrl) + if err != nil { + log.Error(err, "Unable to initialize Model Registry Service") + return ctrl.Result{}, err + } + + // Check if the InferenceService instance is marked to be deleted, which is + // indicated by the deletion timestamp being set. + isMarkedToBeDeleted := isvc.GetDeletionTimestamp() != nil + + // Let's add a finalizer. Then, we can define some operations which should + // occurs before the custom resource to be deleted. + // More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/finalizers + if !isMarkedToBeDeleted && !controllerutil.ContainsFinalizer(isvc, r.modelRegistryFinalizer) { + log.Info("Adding Finalizer for ModelRegistry") + + if ok := controllerutil.AddFinalizer(isvc, r.modelRegistryFinalizer); !ok { + log.Error(err, "Failed to add finalizer into the InferenceService custom resource") + + return ctrl.Result{Requeue: true}, nil + } + + if err = r.client.Update(ctx, isvc); err != nil { + log.Error(err, "Failed to update InferenceService custom resource to add finalizer") + + return ctrl.Result{}, err + } + } + + // Retrieve or create the ServingEnvironment associated to the current namespace + servingEnvironment, err := r.getOrCreateServingEnvironment(mrApiCtx, log, mrApi, req.Namespace) + if err != nil { + return ctrl.Result{}, err + } + + if okMrIsvcId { + // Retrieve the IS from model registry using the id + log.Info("Retrieving model registry InferenceService by id", "mrIsvcId", mrIsvcId) + mrIs, _, err = mrApi.ModelRegistryServiceAPI.GetInferenceService(mrApiCtx, mrIsvcId).Execute() + if err != nil { + return ctrl.Result{}, fmt.Errorf("unable to find InferenceService with id %s in model registry: %w", mrIsvcId, err) + } + } else if okRegisteredModelId { + // No corresponding InferenceService in model registry, create new one + mrIs, err = r.createMRInferenceService(mrApiCtx, log, mrApi, isvc, *servingEnvironment.Id, registeredModelId, modelVersionId) + if err != nil { + return ctrl.Result{}, err + } + } + + if mrIs == nil { + // This should NOT happen + return ctrl.Result{}, fmt.Errorf("unexpected nil model registry InferenceService") + } + + if isMarkedToBeDeleted { + err := r.onDeletion(ctx, mrApi, log, isvc, mrIs) + if err != nil { + return ctrl.Result{Requeue: true}, err + } + + if controllerutil.ContainsFinalizer(isvc, r.modelRegistryFinalizer) { + log.Info("Removing Finalizer for modelRegistry after successfully perform the operations") + if ok := controllerutil.RemoveFinalizer(isvc, r.modelRegistryFinalizer); !ok { + log.Error(err, "Failed to remove modelRegistry finalizer for InferenceService") + return ctrl.Result{Requeue: true}, nil + } + + if err = r.client.Update(ctx, isvc); IgnoreDeletingErrors(err) != nil { + log.Error(err, "Failed to remove modelRegistry finalizer for InferenceService") + return ctrl.Result{}, err + } + } + return ctrl.Result{}, nil + } + + // No need to update the ISVC, the IS id is already set + if isvc.Labels[r.inferenceServiceIDLabel] == *mrIs.Id { + return ctrl.Result{}, nil + } + + // Update the ISVC label, set the newly created IS id if not present yet + desired := isvc.DeepCopy() + + desired.Labels[r.inferenceServiceIDLabel] = *mrIs.Id + + if err := r.client.Update(ctx, desired); err != nil { + return ctrl.Result{}, err + } + + return ctrl.Result{}, nil +} + +// SetupWithManager sets up the controller with the Manager. +func (r *InferenceServiceController) SetupWithManager(mgr ctrl.Manager) error { + builder := ctrl.NewControllerManagedBy(mgr). + For(&kservev1beta1.InferenceService{}) + + return builder.Complete(r) +} + +func (r *InferenceServiceController) initModelRegistryService(ctx context.Context, log logr.Logger, name, namespace, url string) (*openapi.APIClient, error) { + var err error + + log1 := log.WithValues("mr-namespace", namespace, "mr-name", name) + scheme := "https" + + if url != "" { + log1.Info("Retrieving api http port from deployed model registry service") + + url, err = r.getMRUrlFromService(ctx, name, namespace) + if err != nil { + log1.Error(err, "Unable to fetch the Model Registry Service") + return nil, err + } + + scheme = "http" + } + + cfg := &openapi.Configuration{ + Host: url, + Scheme: scheme, + Servers: openapi.ServerConfigurations{ + { + URL: url, + }, + }, + } + + client := openapi.NewAPIClient(cfg) + + return client, nil +} + +func (r *InferenceServiceController) getMRUrlFromService(ctx context.Context, name, namespace string) (string, error) { + svc := &corev1.Service{} + + err := r.client.Get(ctx, types.NamespacedName{Name: name, Namespace: namespace}, svc) + if err != nil { + return "", err + } + + var restApiPort *int32 + + for _, port := range svc.Spec.Ports { + if port.Name == "http-api" { + restApiPort = &port.Port + break + } + } + + if restApiPort == nil { + return "", fmt.Errorf("unable to find the http port in the Model Registry Service") + } + + return fmt.Sprintf("%s.%s.svc.cluster.local:%d", name, namespace, *restApiPort), nil +} + +func (r *InferenceServiceController) createMRInferenceService( + ctx context.Context, + log logr.Logger, + mr *openapi.APIClient, + isvc *kservev1beta1.InferenceService, + servingEnvironmentId string, + registeredModelId string, + modelVersionId string, +) (*openapi.InferenceService, error) { + modelVersionIdPtr := &modelVersionId + if modelVersionId == "" { + modelVersionIdPtr = nil + } + + isName := fmt.Sprintf("%s/%s", isvc.Name, isvc.UID) + + is, _, err := mr.ModelRegistryServiceAPI.FindInferenceService(ctx). + Name(isName).ParentResourceId(servingEnvironmentId).Execute() + if err != nil { + log.Info("Creating new model registry InferenceService", "name", isName, "registeredModelId", registeredModelId, "modelVersionId", modelVersionId) + + is, _, err = mr.ModelRegistryServiceAPI.CreateInferenceService(ctx).InferenceServiceCreate(openapi.InferenceServiceCreate{ + DesiredState: openapi.INFERENCESERVICESTATE_DEPLOYED.Ptr(), + ModelVersionId: modelVersionIdPtr, + Name: &isName, + RegisteredModelId: registeredModelId, + Runtime: isvc.Spec.Predictor.Model.Runtime, + ServingEnvironmentId: servingEnvironmentId, + }).Execute() + } + + return is, err +} + +func (r *InferenceServiceController) getOrCreateServingEnvironment(ctx context.Context, log logr.Logger, mr *openapi.APIClient, namespace string) (*openapi.ServingEnvironment, error) { + servingEnvironment, _, err := mr.ModelRegistryServiceAPI.FindServingEnvironment(ctx).Name(namespace).Execute() + if err != nil { + log.Info("ServingEnvironment not found, creating it..") + + servingEnvironment, _, err = mr.ModelRegistryServiceAPI.CreateServingEnvironment(ctx).ServingEnvironmentCreate(openapi.ServingEnvironmentCreate{ + Name: &namespace, + }).Execute() + if err != nil { + return nil, fmt.Errorf("unable to create ServingEnvironment: %w", err) + } + } + + return servingEnvironment, nil +} + +// onDeletion mark model registry inference service to UNDEPLOYED desired state +func (r *InferenceServiceController) onDeletion(ctx context.Context, mr *openapi.APIClient, log logr.Logger, isvc *kservev1beta1.InferenceService, is *openapi.InferenceService) (err error) { + log.Info("Running onDeletion logic") + if is.DesiredState != nil && *is.DesiredState != openapi.INFERENCESERVICESTATE_UNDEPLOYED { + log.Info("InferenceService going to be deleted from cluster, setting desired state to UNDEPLOYED in model registry") + + _, _, err = mr.ModelRegistryServiceAPI.UpdateInferenceService(ctx, *is.Id).InferenceServiceUpdate(openapi.InferenceServiceUpdate{ + DesiredState: openapi.INFERENCESERVICESTATE_UNDEPLOYED.Ptr(), + }).Execute() + } + return err +} + +func IgnoreDeletingErrors(err error) error { + if err == nil { + return nil + } + if apierrs.IsNotFound(err) { + return nil + } + return err +}