diff --git a/.github/workflows/e2e-test.yml b/.github/workflows/e2e-test.yml index 22335212aa..d1b2b2b781 100644 --- a/.github/workflows/e2e-test.yml +++ b/.github/workflows/e2e-test.yml @@ -249,17 +249,13 @@ jobs: - name: Run all E2E tests except graph timeout-minutes: 60 run: | - ./test/scripts/gh-actions/run-e2e-tests.sh "fast or pmml" - - kubectl get pods -n kserve + ./test/scripts/gh-actions/run-e2e-tests.sh "fast or pmml" "2" - name: Run E2E tests for graph timeout-minutes: 120 run: | ./test/scripts/gh-actions/run-e2e-tests.sh "graph" "2" - kubectl get pods -n kserve - - name: Check system status if: always() run: | @@ -315,26 +311,11 @@ jobs: with: image: "kserve/lgbserver:${{ github.sha }}" - - name: Download pmml image - uses: ishworkh/docker-image-artifact-download@v1 - with: - image: "kserve/pmmlserver:${{ github.sha }}" - - name: Download transformer image uses: ishworkh/docker-image-artifact-download@v1 with: image: "kserve/image-transformer:${{ github.sha }}" - - name: Download success_200_isvc predictor image - uses: ishworkh/docker-image-artifact-download@v1 - with: - image: "kserve/success-200-isvc:${{ github.sha }}" - - - name: Download error_404_isvc predictor image - uses: ishworkh/docker-image-artifact-download@v1 - with: - image: "kserve/error-404-isvc:${{ github.sha }}" - - name: Install Poetry and version plugin run: ./test/scripts/gh-actions/setup-poetry.sh @@ -353,9 +334,7 @@ jobs: - name: Run E2E tests with path-based routing timeout-minutes: 50 run: | - ./test/scripts/gh-actions/run-e2e-tests.sh fast - - kubectl get pods -n kserve + ./test/scripts/gh-actions/run-e2e-tests.sh "fast" "2" - name: Check system status if: always() @@ -413,9 +392,7 @@ jobs: - name: Run E2E tests timeout-minutes: 90 run: | - ./test/scripts/gh-actions/run-e2e-tests.sh slow - - kubectl get pods -n kserve + ./test/scripts/gh-actions/run-e2e-tests.sh "slow" "2" - name: Check system status if: always() @@ -468,9 +445,7 @@ jobs: - name: Run E2E tests timeout-minutes: 40 run: | - ./test/scripts/gh-actions/run-e2e-tests.sh explainer - - kubectl get pods -n kserve + ./test/scripts/gh-actions/run-e2e-tests.sh "explainer" "2" - name: Check system status if: always() @@ -523,9 +498,7 @@ jobs: - name: Run E2E tests timeout-minutes: 40 run: | - ./test/scripts/gh-actions/run-e2e-tests.sh "transformer or mms" - - kubectl get pods -n kserve + ./test/scripts/gh-actions/run-e2e-tests.sh "transformer or mms" "2" - name: Check system status if: always() @@ -578,7 +551,7 @@ jobs: timeout-minutes: 30 run: | ./test/scripts/gh-actions/run-qpext-test.sh - kubectl get pods -n kserve + - name: Check system status if: always() run: | @@ -639,8 +612,7 @@ jobs: - name: Run E2E tests timeout-minutes: 40 run: | - ./test/scripts/gh-actions/run-e2e-tests.sh "grpc" - kubectl get pods -n kserve + ./test/scripts/gh-actions/run-e2e-tests.sh "grpc" "2" - name: Check system status if: always() @@ -684,7 +656,6 @@ jobs: - name: Check system status if: always() run: | - kubectl get pods --all-namespaces ./test/scripts/gh-actions/status-check.sh test-raw: @@ -723,9 +694,7 @@ jobs: - name: Run E2E tests timeout-minutes: 40 run: | - ./test/scripts/gh-actions/run-e2e-tests.sh raw - - kubectl get pods -n kserve + ./test/scripts/gh-actions/run-e2e-tests.sh "raw" "2" - name: Check system status if: always() @@ -801,15 +770,4 @@ jobs: - name: Check system status if: always() run: | - docker image ls - kubectl get pods -n kserve - kubectl get pods -n kserve-ci-e2e-test - kubectl get pods -A --field-selector=metadata.namespace!=kserve,metadata.namespace!=kserve-ci-e2e-test - - kubectl describe pods -n kserve-ci-e2e-test - kubectl get events -n kserve-ci-e2e-test - kubectl logs -l control-plane=kserve-controller-manager -n kserve -c manager - kubectl logs -l 'component in (predictor)' -c kserve-container -n kserve-ci-e2e-test --tail 500 - kubectl logs -l 'component in (transformer)' -c kserve-container -n kserve-ci-e2e-test --tail 500 - kubectl logs -l 'component in (explainer)' -c kserve-container -n kserve-ci-e2e-test --tail 500 - kubectl logs $(kubectl get pod -n knative-serving -l "app=3scale-kourier-gateway" --output=jsonpath="{.items[0].metadata.name}") -n knative-serving + ./test/scripts/gh-actions/status-check.sh "kourier" diff --git a/.github/workflows/python-test.yml b/.github/workflows/python-test.yml index b830233ca3..9d826aa0bd 100644 --- a/.github/workflows/python-test.yml +++ b/.github/workflows/python-test.yml @@ -16,7 +16,7 @@ jobs: runs-on: ubuntu-latest strategy: matrix: - python-version: ["3.8", "3.9", "3.10", "3.11"] + python-version: ["3.11"] name: Lint steps: - name: Check out source repository @@ -85,7 +85,7 @@ jobs: uses: actions/cache@v3 with: path: python/sklearnserver/.venv - key: sklearn-venv-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/kserve/poetry.lock, **/sklearnserver/poetry.lock') }} + key: sklearn-venv-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/kserve/poetry.lock', '**/sklearnserver/poetry.lock') }} # install sklearn server dependencies if cache does not exist - name: Install sklearn dependencies if: steps.cached-sklearn-dependencies.outputs.cache-hit != 'true' @@ -109,7 +109,7 @@ jobs: uses: actions/cache@v3 with: path: python/xgbserver/.venv - key: xgb-venv-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/kserve/poetry.lock, **/xgbserver/poetry.lock') }} + key: xgb-venv-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/kserve/poetry.lock', '**/xgbserver/poetry.lock') }} # install xgb server dependencies if cache does not exist - name: Install xgb dependencies if: steps.cached-xgb-dependencies.outputs.cache-hit != 'true' @@ -133,7 +133,7 @@ jobs: uses: actions/cache@v3 with: path: python/pmmlserver/.venv - key: pmml-venv-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/kserve/poetry.lock, **/pmmlserver/poetry.lock') }} + key: pmml-venv-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/kserve/poetry.lock', '**/pmmlserver/poetry.lock') }} # install pmml server dependencies if cache does not exist - name: Install pmml dependencies if: steps.cached-pmml-dependencies.outputs.cache-hit != 'true' @@ -157,7 +157,7 @@ jobs: uses: actions/cache@v3 with: path: python/lgbserver/.venv - key: lgb-venv-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/kserve/poetry.lock, **/pmmlserver/poetry.lock') }} + key: lgb-venv-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/kserve/poetry.lock', '**/lgbserver/poetry.lock') }} # install lgb server dependencies if cache does not exist - name: Install lgb dependencies if: steps.cached-lgb-dependencies.outputs.cache-hit != 'true' @@ -182,7 +182,7 @@ jobs: uses: actions/cache@v3 with: path: python/paddleserver/.venv - key: paddle-venv-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/kserve/poetry.lock, **/paddleserver/poetry.lock') }} + key: paddle-venv-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/kserve/poetry.lock', '**/paddleserver/poetry.lock') }} # install paddle server dependencies if cache does not exist - name: Install paddle dependencies if: ${{ steps.cached-paddle-dependencies.outputs.cache-hit != 'true' && !startsWith(steps.setup-python.outputs.python-version, '3.11') }} @@ -209,7 +209,7 @@ jobs: uses: actions/cache@v3 with: path: python/alibiexplainer/.venv - key: alibi-venv-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/kserve/poetry.lock, **/alibiexplainer/poetry.lock') }} + key: alibi-venv-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/kserve/poetry.lock', '**/alibiexplainer/poetry.lock') }} # install alibi explainer dependencies if cache does not exist - name: Install alibi dependencies run: | diff --git a/Makefile b/Makefile index 01f545319f..2ff4718e95 100644 --- a/Makefile +++ b/Makefile @@ -337,3 +337,6 @@ apidocs: .PHONY: check-doc-links check-doc-links: @python3 hack/verify-doc-links.py && echo "$@: OK" + +poetry-update-lockfiles: + bash -ec 'for value in $$(find . -name poetry.lock -exec dirname {} \;); do (cd "$${value}" && echo "Updating $${value}/poetry.lock" && poetry update --lock); done' diff --git a/OWNERS b/OWNERS index d84c9a5b46..9b918bae94 100644 --- a/OWNERS +++ b/OWNERS @@ -1,12 +1,17 @@ approvers: - njhill + - rachitchauhan43 - yuzisun reviewers: + - andyi2it - adriangonz - alexagriffith - ckadner + - cmaddalozzo - iamlovingit + - lizzzcai - rachitchauhan43 + - sivanantha321 - sukumargaonkar - theofpa - njhill diff --git a/agent.Dockerfile b/agent.Dockerfile index a70ee0fb09..dd294651a8 100644 --- a/agent.Dockerfile +++ b/agent.Dockerfile @@ -5,7 +5,6 @@ FROM golang:1.20 as builder WORKDIR /go/src/github.com/kserve/kserve COPY go.mod go.mod COPY go.sum go.sum - RUN go mod download COPY pkg/ pkg/ diff --git a/charts/kserve-resources/values.yaml b/charts/kserve-resources/values.yaml index f6bc0b1d0c..90a7c6348f 100644 --- a/charts/kserve-resources/values.yaml +++ b/charts/kserve-resources/values.yaml @@ -109,7 +109,7 @@ kserve: tag: *defaultVersion torchserve: image: pytorch/torchserve-kfs - tag: 0.8.2 + tag: 0.9.0 serviceEnvelopePlaceholder: "{{.Labels.serviceEnvelope}}" alibi: image: kserve/alibi-explainer diff --git a/cmd/agent/main.go b/cmd/agent/main.go index 98d78dcd9b..7457ebe280 100644 --- a/cmd/agent/main.go +++ b/cmd/agent/main.go @@ -48,7 +48,7 @@ import ( var ( port = flag.String("port", "9081", "Agent port") - componentPort = flag.String("component-port", "8080", "Component port") + componentPort = flag.Int("component-port", 8080, "Component port") // model puller flags enablePuller = flag.Bool("enable-puller", false, "Enable model puller") configDir = flag.String("config-dir", "/mnt/configs", "directory for model config files") @@ -298,13 +298,13 @@ func buildProbe(logger *zap.SugaredLogger, probeJSON string) *readiness.Probe { return newProbe } -func buildServer(ctx context.Context, port string, userPort string, loggerArgs *loggerArgs, batcherArgs *batcherArgs, +func buildServer(ctx context.Context, port string, userPort int, loggerArgs *loggerArgs, batcherArgs *batcherArgs, probeContainer func() bool, logging *zap.SugaredLogger) (server *http.Server, drain func()) { logging.Infof("Building server user port %s port %s", userPort, port) target := &url.URL{ Scheme: "http", - Host: net.JoinHostPort("127.0.0.1", userPort), + Host: net.JoinHostPort("127.0.0.1", strconv.Itoa(userPort)), } maxIdleConns := 1000 // TODO: somewhat arbitrary value for CC=0, needs experimental validation. diff --git a/config/runtimes/kustomization.yaml b/config/runtimes/kustomization.yaml index e3073a17ee..2a97d7c6dc 100644 --- a/config/runtimes/kustomization.yaml +++ b/config/runtimes/kustomization.yaml @@ -48,4 +48,4 @@ images: - name: kserve-torchserve newName: pytorch/torchserve-kfs - newTag: 0.8.2 + newTag: 0.9.0 diff --git a/docs/samples/kafka/image_transformer/image_transformer.py b/docs/samples/kafka/image_transformer/image_transformer.py index 8d822067f0..21ad350d1c 100644 --- a/docs/samples/kafka/image_transformer/image_transformer.py +++ b/docs/samples/kafka/image_transformer/image_transformer.py @@ -54,8 +54,11 @@ async def preprocess(self, inputs: Union[Dict, InferRequest], return {"instances": [request]} raise Exception("unknown event") - def postprocess(self, response: Union[Dict, InferResponse, ModelInferResponse], headers: Dict[str, str] = None) \ - -> Union[Dict, ModelInferResponse]: + async def postprocess( + self, + response: Union[Dict, InferResponse, ModelInferResponse], + headers: Dict[str, str] = None + ) -> Union[Dict, ModelInferResponse]: logging.info("response: %s", response) index = response["predictions"][0]["classes"] logging.info("digit:" + str(index)) diff --git a/go.mod b/go.mod index 06918993a3..61eac8160b 100644 --- a/go.mod +++ b/go.mod @@ -101,22 +101,22 @@ require ( go.opencensus.io v0.24.0 // indirect go.uber.org/atomic v1.11.0 // indirect go.uber.org/multierr v1.11.0 // indirect - golang.org/x/crypto v0.13.0 // indirect + golang.org/x/crypto v0.14.0 // indirect golang.org/x/mod v0.10.0 // indirect - golang.org/x/net v0.15.0 // indirect - golang.org/x/oauth2 v0.12.0 // indirect + golang.org/x/net v0.17.0 // indirect + golang.org/x/oauth2 v0.8.0 // indirect golang.org/x/sync v0.3.0 // indirect - golang.org/x/sys v0.12.0 // indirect - golang.org/x/term v0.12.0 // indirect + golang.org/x/sys v0.13.0 // indirect + golang.org/x/term v0.13.0 // indirect golang.org/x/text v0.13.0 // indirect golang.org/x/time v0.3.0 // indirect golang.org/x/tools v0.9.1 // indirect golang.org/x/xerrors v0.0.0-20220907171357-04be3eba64a2 // indirect - google.golang.org/appengine v1.6.8 // indirect + google.golang.org/appengine v1.6.7 // indirect google.golang.org/genproto v0.0.0-20230530153820-e85fd2cbaebc // indirect google.golang.org/genproto/googleapis/api v0.0.0-20230530153820-e85fd2cbaebc // indirect google.golang.org/genproto/googleapis/rpc v0.0.0-20230530153820-e85fd2cbaebc // indirect - google.golang.org/grpc v1.55.0 // indirect + google.golang.org/grpc v1.56.3 // indirect gopkg.in/inf.v0 v0.9.1 // indirect gopkg.in/yaml.v2 v2.4.0 // indirect gopkg.in/yaml.v3 v3.0.1 // indirect diff --git a/go.sum b/go.sum index c70d5f656e..ffa91ebbfd 100644 --- a/go.sum +++ b/go.sum @@ -483,8 +483,8 @@ golang.org/x/crypto v0.0.0-20200204104054-c9f3fb736b72/go.mod h1:LzIPMQfyMNhhGPh golang.org/x/crypto v0.0.0-20200622213623-75b288015ac9/go.mod h1:LzIPMQfyMNhhGPhUkYOs5KpL4U8rLKemX1yGLhDgUto= golang.org/x/crypto v0.0.0-20210921155107-089bfa567519/go.mod h1:GvvjBRRGRdwPK5ydBHafDWAxML/pGHZbMvKqRZ5+Abc= golang.org/x/crypto v0.0.0-20220314234659-1baeb1ce4c0b/go.mod h1:IxCIyHEi3zRg3s0A5j5BB6A9Jmi73HwBIUl50j+osU4= -golang.org/x/crypto v0.13.0 h1:mvySKfSWJ+UKUii46M40LOvyWfN0s2U+46/jDd0e6Ck= -golang.org/x/crypto v0.13.0/go.mod h1:y6Z2r+Rw4iayiXXAIxJIDAJ1zMW4yaTpebo8fPOliYc= +golang.org/x/crypto v0.14.0 h1:wBqGXzWJW6m1XrIKlAH0Hs1JJ7+9KBwnIO8v66Q9cHc= +golang.org/x/crypto v0.14.0/go.mod h1:MVFd36DqK4CsrnJYDkBA3VC4m2GkXAM0PvzMCn4JQf4= golang.org/x/exp v0.0.0-20190121172915-509febef88a4/go.mod h1:CJ0aWSM057203Lf6IL+f9T1iT9GByDxfZKAQTCR3kQA= golang.org/x/exp v0.0.0-20190306152737-a1d7652674e8/go.mod h1:CJ0aWSM057203Lf6IL+f9T1iT9GByDxfZKAQTCR3kQA= golang.org/x/exp v0.0.0-20190510132918-efd6b22b2522/go.mod h1:ZjyILWgesfNpC6sMxTJOJm9Kp84zZh5NQWvqDGG3Qr8= @@ -562,8 +562,8 @@ golang.org/x/net v0.0.0-20220127200216-cd36cc0744dd/go.mod h1:CfG3xpIq0wQ8r1q4Su golang.org/x/net v0.0.0-20220225172249-27dd8689420f/go.mod h1:CfG3xpIq0wQ8r1q4Su4UZFWDARRcnwPjda9FqA0JpMk= golang.org/x/net v0.0.0-20220722155237-a158d28d115b/go.mod h1:XRhObCWvk6IyKnWLug+ECip1KBveYUHfp+8e9klMJ9c= golang.org/x/net v0.1.0/go.mod h1:Cx3nUiGt4eDBEyega/BKRp+/AlGL8hYe7U9odMt2Cco= -golang.org/x/net v0.15.0 h1:ugBLEUaxABaB5AJqW9enI0ACdci2RUd4eP51NTBvuJ8= -golang.org/x/net v0.15.0/go.mod h1:idbUs1IY1+zTqbi8yxTbhexhEEk5ur9LInksu6HrEpk= +golang.org/x/net v0.17.0 h1:pVaXccu2ozPjCXewfr1S7xza/zcXTity9cCdXQYSjIM= +golang.org/x/net v0.17.0/go.mod h1:NxSsAGuq816PNPmqtQdLE42eU2Fs7NoRIZrHJAlaCOE= golang.org/x/oauth2 v0.0.0-20180821212333-d2e6202438be/go.mod h1:N/0e6XlmueqKjAGxoOufVs8QHGRruUQn6yWY3a++T0U= golang.org/x/oauth2 v0.0.0-20190226205417-e64efc72b421/go.mod h1:gOpvHmFTYa4IltrdGE7lF6nIHvwfUNPOp7c8zoXwtLw= golang.org/x/oauth2 v0.0.0-20190604053449-0f29369cfe45/go.mod h1:gOpvHmFTYa4IltrdGE7lF6nIHvwfUNPOp7c8zoXwtLw= @@ -571,8 +571,8 @@ golang.org/x/oauth2 v0.0.0-20191202225959-858c2ad4c8b6/go.mod h1:gOpvHmFTYa4Iltr golang.org/x/oauth2 v0.0.0-20200107190931-bf48bf16ab8d/go.mod h1:gOpvHmFTYa4IltrdGE7lF6nIHvwfUNPOp7c8zoXwtLw= golang.org/x/oauth2 v0.0.0-20210514164344-f6687ab2804c/go.mod h1:KelEdhl1UZF7XfJ4dDtk6s++YSgaE7mD/BuKKDLBl4A= golang.org/x/oauth2 v0.0.0-20220223155221-ee480838109b/go.mod h1:DAh4E804XQdzx2j+YRIaUnCqCV2RuMz24cGBJ5QYIrc= -golang.org/x/oauth2 v0.12.0 h1:smVPGxink+n1ZI5pkQa8y6fZT0RW0MgCO5bFpepy4B4= -golang.org/x/oauth2 v0.12.0/go.mod h1:A74bZ3aGXgCY0qaIC9Ahg6Lglin4AMAco8cIv9baba4= +golang.org/x/oauth2 v0.8.0 h1:6dkIjl3j3LtZ/O3sTgZTMsLKSftL/B8Zgq4huOIIUu8= +golang.org/x/oauth2 v0.8.0/go.mod h1:yr7u4HXZRm1R1kBWqr/xKNqewf0plRYoB7sla+BCIXE= golang.org/x/sync v0.0.0-20180314180146-1d60e4601c6f/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= golang.org/x/sync v0.0.0-20181108010431-42b317875d0f/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= golang.org/x/sync v0.0.0-20181221193216-37e7f081c4d4/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= @@ -637,13 +637,13 @@ golang.org/x/sys v0.0.0-20220708085239-5a0f0661e09d/go.mod h1:oPkhp1MJrh7nUepCBc golang.org/x/sys v0.0.0-20220722155257-8c9f86f7a55f/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= golang.org/x/sys v0.0.0-20220908164124-27713097b956/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= golang.org/x/sys v0.1.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= -golang.org/x/sys v0.12.0 h1:CM0HF96J0hcLAwsHPJZjfdNzs0gftsLfgKt57wWHJ0o= -golang.org/x/sys v0.12.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= +golang.org/x/sys v0.13.0 h1:Af8nKPmuFypiUBjVoU9V20FiaFXOcuZI21p0ycVYYGE= +golang.org/x/sys v0.13.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= golang.org/x/term v0.0.0-20201126162022-7de9c90e9dd1/go.mod h1:bj7SfCRtBDWHUb9snDiAeCFNEtKQo2Wmx5Cou7ajbmo= golang.org/x/term v0.0.0-20210927222741-03fcf44c2211/go.mod h1:jbD1KX2456YbFQfuXm/mYQcufACuNUgVhRMnK/tPxf8= golang.org/x/term v0.1.0/go.mod h1:jbD1KX2456YbFQfuXm/mYQcufACuNUgVhRMnK/tPxf8= -golang.org/x/term v0.12.0 h1:/ZfYdc3zq+q02Rv9vGqTeSItdzZTSNDmfTi0mBAuidU= -golang.org/x/term v0.12.0/go.mod h1:owVbMEjm3cBLCHdkQu9b1opXd4ETQWc3BhuQGKgXgvU= +golang.org/x/term v0.13.0 h1:bb+I9cTfFazGW51MZqBVmZy7+JEJMouUHTUSKVQLBek= +golang.org/x/term v0.13.0/go.mod h1:LTmsnFJwVN6bCy1rVCoS+qHT1HhALEFxKncY3WNNh4U= golang.org/x/text 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InvalidLoggerType = "Invalid logger type" InvalidISVCNameFormatError = "The InferenceService \"%s\" is invalid: a InferenceService name must consist of lower case alphanumeric characters or '-', and must start with alphabetical character. (e.g. \"my-name\" or \"abc-123\", regex used for validation is '%s')" - MaxWorkersShouldBeLessThanMaxError = "Workers cannot be greater than %d" - InvalidWorkerArgument = "Invalid workers argument" InvalidProtocol = "Invalid protocol %s. Must be one of [%s]" ) @@ -232,26 +229,3 @@ func ExactlyOneErrorFor(component Component) error { componentType.Name(), ) } - -// ValidateMaxArgumentWorkers will to validate illegal workers count. -func ValidateMaxArgumentWorkers(slice []string, maxWorkers int64) error { - for _, v := range slice { - - if strings.HasPrefix(v, "--workers") { - ret := strings.SplitN(v, "=", 2) - - if len(ret) == 2 { - workers, err := strconv.ParseInt(ret[1], 10, 64) - if err != nil { - return fmt.Errorf(InvalidWorkerArgument) - } - if workers > maxWorkers { - return fmt.Errorf(MaxWorkersShouldBeLessThanMaxError, maxWorkers) - } - } else { - return fmt.Errorf(InvalidWorkerArgument) - } - } - } - return nil -} diff --git a/pkg/apis/serving/v1beta1/inference_service_validation_test.go b/pkg/apis/serving/v1beta1/inference_service_validation_test.go index 0f5482d5c2..daf315aa46 100644 --- a/pkg/apis/serving/v1beta1/inference_service_validation_test.go +++ b/pkg/apis/serving/v1beta1/inference_service_validation_test.go @@ -17,7 +17,6 @@ limitations under the License. package v1beta1 import ( - "fmt" "testing" "github.com/golang/protobuf/proto" @@ -320,38 +319,3 @@ func TestRejectBadNameIncludeDot(t *testing.T) { g.Expect(err).ShouldNot(gomega.Succeed()) g.Expect(warnings).Should(gomega.BeEmpty()) } - -func TestPMMLWorkersArguments(t *testing.T) { - g := gomega.NewGomegaWithT(t) - - isvc := InferenceService{ - ObjectMeta: metav1.ObjectMeta{ - Name: "foo", - Namespace: "default", - }, - Spec: InferenceServiceSpec{ - Predictor: PredictorSpec{ - PMML: &PMMLSpec{ - PredictorExtensionSpec: PredictorExtensionSpec{ - StorageURI: proto.String("gs://testbucket/testmodel"), - }, - }, - }, - }, - } - - isvc.Spec.Predictor.PMML.Container.Args = []string{"--workers=2"} - warnings, err := isvc.ValidateCreate() - g.Expect(err).Should(gomega.MatchError(fmt.Sprintf(MaxWorkersShouldBeLessThanMaxError, 1))) - g.Expect(warnings).Should(gomega.BeEmpty()) - - isvc.Spec.Predictor.PMML.Container.Args = []string{"--workers=foo"} - warnings, err = isvc.ValidateCreate() - g.Expect(err).Should(gomega.MatchError(InvalidWorkerArgument)) - g.Expect(warnings).Should(gomega.BeEmpty()) - - isvc.Spec.Predictor.PMML.Container.Args = []string{"--workers=1"} - warnings, err = isvc.ValidateCreate() - g.Expect(err).Should(gomega.Succeed()) - g.Expect(warnings).Should(gomega.BeEmpty()) -} diff --git a/pkg/apis/serving/v1beta1/predictor_pmml.go b/pkg/apis/serving/v1beta1/predictor_pmml.go index 9bbf08633d..6ee0943cec 100644 --- a/pkg/apis/serving/v1beta1/predictor_pmml.go +++ b/pkg/apis/serving/v1beta1/predictor_pmml.go @@ -36,7 +36,6 @@ var ( // Validate returns an error if invalid func (p *PMMLSpec) Validate() error { return utils.FirstNonNilError([]error{ - ValidateMaxArgumentWorkers(p.Container.Args, 1), validateStorageSpec(p.GetStorageSpec(), p.GetStorageUri()), }) } diff --git a/python/aiffairness/poetry.lock b/python/aiffairness/poetry.lock index 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__str__(self): return self.reason +class WorkersShouldBeLessThanMaxWorkersError(Exception): + """ + Exception class indicating provided workers greater than the maximum workers allowed. + HTTP Servers should return HTTP_404 (Not Found). + """ + + def __init__(self, max_workers=None): + self.reason = f"Workers cannot be greater than {max_workers}" + + def __str__(self): + return self.reason + + class ModelNotReady(RuntimeError): def __init__(self, model_name: str, detail: str = None): self.model_name = model_name diff --git a/python/kserve/kserve/model.py b/python/kserve/kserve/model.py index db77d0230b..a66214124d 100644 --- a/python/kserve/kserve/model.py +++ b/python/kserve/kserve/model.py @@ -126,7 +126,8 @@ async def __call__(self, body: Union[Dict, CloudEvent, InferRequest], with POST_HIST_TIME.labels(**prom_labels).time(): start = time.time() - response = self.postprocess(response, headers) + response = await self.postprocess(response, headers) if inspect.iscoroutinefunction(self.postprocess) \ + else self.postprocess(response, headers) postprocess_ms = get_latency_ms(start, time.time()) if self.enable_latency_logging is True: @@ -212,7 +213,7 @@ async def preprocess(self, payload: Union[Dict, InferRequest], return payload - def postprocess(self, response: Union[Dict, InferResponse], headers: Dict[str, str] = None) \ + async def postprocess(self, response: Union[Dict, InferResponse], headers: Dict[str, str] = None) \ -> Union[Dict, InferResponse]: """The postprocess handler can be overridden for inference response transformation. diff --git a/python/kserve/kserve/protocol/dataplane.py b/python/kserve/kserve/protocol/dataplane.py index 3ed3735d6e..31d7fd32fe 100644 --- a/python/kserve/kserve/protocol/dataplane.py +++ b/python/kserve/kserve/protocol/dataplane.py @@ -17,9 +17,10 @@ import cloudevents.exceptions as ce import orjson +import ray from cloudevents.http import CloudEvent, from_http from cloudevents.sdk.converters.util import has_binary_headers -from ray.serve.handle import RayServeHandle +from ray.serve.handle import RayServeHandle, RayServeSyncHandle, DeploymentHandle from ..model import Model from ..errors import InvalidInput, ModelNotFound @@ -33,6 +34,12 @@ JSON_HEADERS = ["application/json", "application/cloudevents+json", "application/ld+json"] +# RayServeHandle used to be the return type of serve.run. +# RayServeSyncHandle has been the return type of serve.run since Ray 2.5. +# DeploymentHandle will be the new return type (still under feature flag in Ray 2.7). +# ref https://github.com/ray-project/ray/pull/37817 +ModelHandleType = Union[Model, RayServeHandle, RayServeSyncHandle, DeploymentHandle] + class DataPlane: """KServe DataPlane @@ -50,23 +57,21 @@ def __init__(self, model_registry: ModelRepository): def model_registry(self): return self._model_registry - def get_model_from_registry(self, name: str) -> Union[Model, RayServeHandle]: + def get_model_from_registry(self, name: str) -> ModelHandleType: model = self._model_registry.get_model(name) if model is None: raise ModelNotFound(name) return model - def get_model(self, name: str) -> Union[Model, RayServeHandle]: + def get_model(self, name: str) -> ModelHandleType: """Get the model instance with the given name. - The instance can be either ``Model`` or ``RayServeHandle``. - Args: name (str): Model name. Returns: - Model|RayServeHandle: Instance of the model. + ModelHandleType: Instance of the model. """ model = self._model_registry.get_model(name) if model is None: @@ -164,13 +169,16 @@ async def model_metadata(self, model_name: str) -> Dict: # TODO: model versioning is not supported yet model = self.get_model_from_registry(model_name) - if not isinstance(model, RayServeHandle): + if isinstance(model, RayServeSyncHandle): + input_types = ray.get(model.get_input_types.remote()) + output_types = ray.get(model.get_output_types.remote()) + elif isinstance(model, (RayServeHandle, DeploymentHandle)): + input_types = await model.get_input_types.remote() + output_types = await model.get_output_types.remote() + else: input_types = model.get_input_types() output_types = model.get_output_types() - else: - model_handle: RayServeHandle = model - input_types = await model_handle.get_input_types.remote() - output_types = await model_handle.get_output_types.remote() + return { "name": model_name, "platform": "", @@ -307,12 +315,12 @@ async def infer( """ # call model locally or remote model workers model = self.get_model(model_name) - if not isinstance(model, RayServeHandle): - response = await model(request, headers=headers) + if isinstance(model, RayServeSyncHandle): + response = ray.get(model.remote(request, headers=headers)) + elif isinstance(model, (RayServeHandle, DeploymentHandle)): + response = await model.remote(request, headers=headers) else: - model_handle: RayServeHandle = model - response = await model_handle.remote(request, headers=headers) - + response = await model(request, headers=headers) return response, headers async def explain(self, model_name: str, @@ -334,9 +342,10 @@ async def explain(self, model_name: str, """ # call model locally or remote model workers model = self.get_model(model_name) - if not isinstance(model, RayServeHandle): - response = await model(request, model_type=ModelType.EXPLAINER) + if isinstance(model, RayServeSyncHandle): + response = ray.get(model.remote(request, model_type=ModelType.EXPLAINER)) + elif isinstance(model, (RayServeHandle, DeploymentHandle)): + response = await model.remote(request, model_type=ModelType.EXPLAINER) else: - model_handle = model - response = await model_handle.remote(request, model_type=ModelType.EXPLAINER) + response = await model(request, model_type=ModelType.EXPLAINER) return response, headers diff --git a/python/kserve/kserve/utils/utils.py b/python/kserve/kserve/utils/utils.py index afae275564..af062e9b8d 100644 --- a/python/kserve/kserve/utils/utils.py +++ b/python/kserve/kserve/utils/utils.py @@ -16,7 +16,7 @@ import sys import uuid from kserve.protocol.grpc.grpc_predict_v2_pb2 import InferParameter -from typing import Dict, Union +from typing import Dict, Union, List from kserve.utils.numpy_codec import from_np_dtype import pandas as pd @@ -149,6 +149,24 @@ def get_predict_input(payload: Union[Dict, InferRequest]) -> Union[np.ndarray, p dfs.append(pd.DataFrame(input)) inputs = pd.concat(dfs, axis=0) return inputs + + # Handles the following input format + # {'inputs': [ + # [{'sepal_width_(cm)': 3.5}, + # {'petal_length_(cm)': 1.4}, + # {'petal_width_(cm)': 0.2}, + # {'sepal_length_(cm)': 5.1}] + # ]} + elif isinstance(instances[0], List) and len(instances[0]) != 0 and isinstance(instances[0][0], Dict): + data: Dict[str, List] = {} + for instance in instances: + for item in instance: + for key, val in item.items(): + if key in data: + data[key].append(val) + else: + data[key] = [val] + return pd.DataFrame(data) else: return np.array(instances) diff --git a/python/kserve/poetry.lock b/python/kserve/poetry.lock index fd2dbf20ae..b5dbbade86 100644 --- a/python/kserve/poetry.lock +++ b/python/kserve/poetry.lock @@ -2,98 +2,98 @@ [[package]] name = "aiohttp" -version = "3.8.4" +version = "3.8.6" description = "Async http client/server framework (asyncio)" optional = false python-versions = ">=3.6" files = [ - {file = "aiohttp-3.8.4-cp310-cp310-macosx_10_9_universal2.whl", hash = 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[Py4J](https://github.com/bartdag/py4j) and that doesn't support multiprocess mode. + validate_max_workers(server.workers, 1) + server.start([model]) diff --git a/python/pmmlserver/poetry.lock b/python/pmmlserver/poetry.lock index a1669629ce..80cdf31fe2 100644 --- a/python/pmmlserver/poetry.lock +++ b/python/pmmlserver/poetry.lock @@ -2,98 +2,98 @@ [[package]] name = "aiohttp" -version = "3.8.4" +version = "3.8.6" description = "Async http client/server framework (asyncio)" optional = false python-versions = ">=3.6" files = [ - {file = "aiohttp-3.8.4-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:5ce45967538fb747370308d3145aa68a074bdecb4f3a300869590f725ced69c1"}, - {file = "aiohttp-3.8.4-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:b744c33b6f14ca26b7544e8d8aadff6b765a80ad6164fb1a430bbadd593dfb1a"}, - {file = "aiohttp-3.8.4-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:1a45865451439eb320784918617ba54b7a377e3501fb70402ab84d38c2cd891b"}, - {file = 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"xgboost-1.7.6-py3-none-macosx_10_15_x86_64.macosx_11_0_x86_64.macosx_12_0_x86_64.whl", hash = "sha256:4c34675b4d2678c624ddde5d45361e7e16046923e362e4e609b88353e6b87124"}, + {file = "xgboost-1.7.6-py3-none-macosx_12_0_arm64.whl", hash = "sha256:59b4b366d2cafc7f645e87d897983a5b59be02876194b1d213bd8d8b811d8ce8"}, + {file = "xgboost-1.7.6-py3-none-manylinux2014_aarch64.whl", hash = "sha256:281c3c6f4fbed2d36bf95cd02a641afa95e72e9abde70064056da5e76233e8df"}, + {file = "xgboost-1.7.6-py3-none-manylinux2014_x86_64.whl", hash = "sha256:b1d5db49b199152d62bd9217c98760207d3de86d2b9d243260c573ffe638f80a"}, + {file = "xgboost-1.7.6-py3-none-win_amd64.whl", hash = "sha256:127cf1f5e2ec25cd41429394c6719b87af1456ce583e89f0bffd35d02ad18bcb"}, + {file = "xgboost-1.7.6.tar.gz", hash = "sha256:1c527554a400445e0c38186039ba1a00425dcdb4e40b37eed0e74cb39a159c47"}, ] [package.dependencies] @@ -3244,18 +3425,18 @@ multidict = ">=4.0" [[package]] name = "zipp" -version = "3.15.0" +version = "3.17.0" description = "Backport of pathlib-compatible object wrapper for zip files" optional = false -python-versions = ">=3.7" +python-versions = ">=3.8" files = [ - {file = "zipp-3.15.0-py3-none-any.whl", hash = "sha256:48904fc76a60e542af151aded95726c1a5c34ed43ab4134b597665c86d7ad556"}, - {file = "zipp-3.15.0.tar.gz", hash = "sha256:112929ad649da941c23de50f356a2b5570c954b65150642bccdd66bf194d224b"}, + {file = "zipp-3.17.0-py3-none-any.whl", hash = "sha256:0e923e726174922dce09c53c59ad483ff7bbb8e572e00c7f7c46b88556409f31"}, + {file = "zipp-3.17.0.tar.gz", hash = "sha256:84e64a1c28cf7e91ed2078bb8cc8c259cb19b76942096c8d7b84947690cabaf0"}, ] [package.extras] -docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"] -testing = ["big-O", "flake8 (<5)", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"] +docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"] +testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"] [metadata] lock-version = "2.0" diff --git a/qpext/go.mod b/qpext/go.mod index 51101b5644..bf613d856f 100644 --- a/qpext/go.mod +++ b/qpext/go.mod @@ -50,18 +50,18 @@ require ( go.uber.org/atomic v1.11.0 // indirect go.uber.org/automaxprocs v1.5.2 // indirect go.uber.org/multierr v1.11.0 // indirect - golang.org/x/net v0.14.0 // indirect + golang.org/x/net v0.17.0 // indirect golang.org/x/oauth2 v0.8.0 // indirect golang.org/x/sync v0.2.0 // indirect - golang.org/x/sys v0.11.0 // indirect - golang.org/x/term v0.11.0 // indirect - golang.org/x/text v0.12.0 // indirect + golang.org/x/sys v0.13.0 // indirect + golang.org/x/term v0.13.0 // indirect + golang.org/x/text v0.13.0 // indirect golang.org/x/time v0.3.0 // indirect gomodules.xyz/jsonpatch/v2 v2.2.0 // indirect google.golang.org/api v0.122.0 // indirect google.golang.org/appengine v1.6.7 // indirect google.golang.org/genproto v0.0.0-20230410155749-daa745c078e1 // indirect - google.golang.org/grpc v1.55.0 // indirect + google.golang.org/grpc v1.56.3 // indirect google.golang.org/protobuf v1.30.0 // indirect gopkg.in/inf.v0 v0.9.1 // indirect gopkg.in/yaml.v2 v2.4.0 // indirect diff --git a/qpext/go.sum b/qpext/go.sum index 129aed29f0..34f71b1e6b 100644 --- a/qpext/go.sum +++ b/qpext/go.sum @@ -49,6 +49,7 @@ github.com/alecthomas/units v0.0.0-20190924025748-f65c72e2690d/go.mod h1:rBZYJk5 github.com/alecthomas/units v0.0.0-20211218093645-b94a6e3cc137/go.mod h1:OMCwj8VM1Kc9e19TLln2VL61YJF0x1XFtfdL4JdbSyE= github.com/antihax/optional v1.0.0/go.mod h1:uupD/76wgC+ih3iEmQUL+0Ugr19nfwCT1kdvxnR2qWY= github.com/benbjohnson/clock v1.1.0 h1:Q92kusRqC1XV2MjkWETPvjJVqKetz1OzxZB7mHJLju8= +github.com/benbjohnson/clock v1.1.0/go.mod h1:J11/hYXuz8f4ySSvYwY0FKfm+ezbsZBKZxNJlLklBHA= github.com/beorn7/perks v0.0.0-20180321164747-3a771d992973/go.mod h1:Dwedo/Wpr24TaqPxmxbtue+5NUziq4I4S80YR8gNf3Q= github.com/beorn7/perks v1.0.0/go.mod h1:KWe93zE9D1o94FZ5RNwFwVgaQK1VOXiVxmqh+CedLV8= github.com/beorn7/perks v1.0.1 h1:VlbKKnNfV8bJzeqoa4cOKqO6bYr3WgKZxO8Z16+hsOM= @@ -84,6 +85,7 @@ github.com/evanphx/json-patch v4.12.0+incompatible h1:4onqiflcdA9EOZ4RxV643DvftH github.com/evanphx/json-patch/v5 v5.6.0 h1:b91NhWfaz02IuVxO9faSllyAtNXHMPkC5J8sJCLunww= github.com/evanphx/json-patch/v5 v5.6.0/go.mod h1:G79N1coSVB93tBe7j6PhzjmR3/2VvlbKOFpnXhI9Bw4= github.com/fsnotify/fsnotify v1.4.7/go.mod h1:jwhsz4b93w/PPRr/qN1Yymfu8t87LnFCMoQvtojpjFo= +github.com/fsnotify/fsnotify v1.4.9/go.mod h1:znqG4EE+3YCdAaPaxE2ZRY/06pZUdp0tY4IgpuI1SZQ= github.com/ghodss/yaml v1.0.0/go.mod h1:4dBDuWmgqj2HViK6kFavaiC9ZROes6MMH2rRYeMEF04= github.com/go-gl/glfw v0.0.0-20190409004039-e6da0acd62b1/go.mod h1:vR7hzQXu2zJy9AVAgeJqvqgH9Q5CA+iKCZ2gyEVpxRU= github.com/go-gl/glfw/v3.3/glfw v0.0.0-20191125211704-12ad95a8df72/go.mod h1:tQ2UAYgL5IevRw8kRxooKSPJfGvJ9fJQFa0TUsXzTg8= @@ -107,6 +109,7 @@ github.com/go-openapi/jsonpointer v0.19.6 h1:eCs3fxoIi3Wh6vtgmLTOjdhSpiqphQ+DaPn github.com/go-openapi/jsonreference v0.20.1 h1:FBLnyygC4/IZZr893oiomc9XaghoveYTrLC1F86HID8= github.com/go-openapi/swag v0.22.3 h1:yMBqmnQ0gyZvEb/+KzuWZOXgllrXT4SADYbvDaXHv/g= github.com/go-stack/stack v1.8.0/go.mod h1:v0f6uXyyMGvRgIKkXu+yp6POWl0qKG85gN/melR3HDY= +github.com/go-task/slim-sprig v0.0.0-20210107165309-348f09dbbbc0/go.mod h1:fyg7847qk6SyHyPtNmDHnmrv/HOrqktSC+C9fM+CJOE= github.com/gogo/googleapis v1.1.0/go.mod h1:gf4bu3Q80BeJ6H1S1vYPm8/ELATdvryBaNFGgqEef3s= github.com/gogo/protobuf v1.1.1/go.mod h1:r8qH/GZQm5c6nD/R0oafs1akxWv10x8SbQlK7atdtwQ= github.com/gogo/protobuf v1.2.0/go.mod h1:r8qH/GZQm5c6nD/R0oafs1akxWv10x8SbQlK7atdtwQ= @@ -145,6 +148,7 @@ github.com/golang/protobuf v1.5.2/go.mod h1:XVQd3VNwM+JqD3oG2Ue2ip4fOMUkwXdXDdiu github.com/golang/protobuf v1.5.3 h1:KhyjKVUg7Usr/dYsdSqoFveMYd5ko72D+zANwlG1mmg= github.com/golang/protobuf v1.5.3/go.mod h1:XVQd3VNwM+JqD3oG2Ue2ip4fOMUkwXdXDdiuN0vRsmY= github.com/golang/snappy v0.0.0-20180518054509-2e65f85255db/go.mod h1:/XxbfmMg8lxefKM7IXC3fBNl/7bRcc72aCRzEWrmP2Q= +github.com/golang/snappy v0.0.4/go.mod h1:/XxbfmMg8lxefKM7IXC3fBNl/7bRcc72aCRzEWrmP2Q= github.com/google/btree v0.0.0-20180813153112-4030bb1f1f0c/go.mod h1:lNA+9X1NB3Zf8V7Ke586lFgjr2dZNuvo3lPJSGZ5JPQ= github.com/google/btree v1.0.0/go.mod h1:lNA+9X1NB3Zf8V7Ke586lFgjr2dZNuvo3lPJSGZ5JPQ= github.com/google/gnostic v0.6.9 h1:ZK/5VhkoX835RikCHpSUJV9a+S3e1zLh59YnyWeBW+0= @@ -175,9 +179,11 @@ github.com/google/pprof v0.0.0-20200212024743-f11f1df84d12/go.mod h1:ZgVRPoUq/hf github.com/google/pprof v0.0.0-20200229191704-1ebb73c60ed3/go.mod h1:ZgVRPoUq/hfqzAqh7sHMqb3I9Rq5C59dIz2SbBwJ4eM= github.com/google/pprof v0.0.0-20200430221834-fc25d7d30c6d/go.mod h1:ZgVRPoUq/hfqzAqh7sHMqb3I9Rq5C59dIz2SbBwJ4eM= github.com/google/pprof v0.0.0-20200708004538-1a94d8640e99/go.mod h1:ZgVRPoUq/hfqzAqh7sHMqb3I9Rq5C59dIz2SbBwJ4eM= +github.com/google/pprof v0.0.0-20210720184732-4bb14d4b1be1/go.mod h1:kpwsk12EmLew5upagYY7GY0pfYCcupk39gWOCRROcvE= github.com/google/renameio v0.1.0/go.mod h1:KWCgfxg9yswjAJkECMjeO8J8rahYeXnNhOm40UhjYkI= github.com/google/uuid v1.1.2/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo= github.com/google/uuid v1.3.0 h1:t6JiXgmwXMjEs8VusXIJk2BXHsn+wx8BZdTaoZ5fu7I= +github.com/google/uuid v1.3.0/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo= github.com/googleapis/gax-go/v2 v2.0.4/go.mod h1:0Wqv26UfaUD9n4G6kQubkQ+KchISgw+vpHVxEJEs9eg= github.com/googleapis/gax-go/v2 v2.0.5/go.mod h1:DWXyrwAJ9X0FpwwEdw+IPEYBICEFu5mhpdKc/us6bOk= github.com/gorilla/context v1.1.1/go.mod h1:kBGZzfjB9CEq2AlWe17Uuf7NDRt0dE0s8S51q0aT7Yg= @@ -185,6 +191,7 @@ github.com/gorilla/mux v1.6.2/go.mod h1:1lud6UwP+6orDFRuTfBEV8e9/aOM/c4fVVCaMa2z github.com/gorilla/websocket v1.5.0 h1:PPwGk2jz7EePpoHN/+ClbZu8SPxiqlu12wZP/3sWmnc= github.com/gorilla/websocket v1.5.0/go.mod h1:YR8l580nyteQvAITg2hZ9XVh4b55+EU/adAjf1fMHhE= github.com/grpc-ecosystem/grpc-gateway v1.14.6/go.mod h1:zdiPV4Yse/1gnckTHtghG4GkDEdKCRJduHpTxT3/jcw= +github.com/grpc-ecosystem/grpc-gateway v1.16.0/go.mod h1:BDjrQk3hbvj6Nolgz8mAMFbcEtjT1g+wF4CSlocrBnw= github.com/grpc-ecosystem/grpc-gateway/v2 v2.15.2 h1:gDLXvp5S9izjldquuoAhDzccbskOL6tDC5jMSyx3zxE= github.com/grpc-ecosystem/grpc-gateway/v2 v2.15.2/go.mod h1:7pdNwVWBBHGiCxa9lAszqCJMbfTISJ7oMftp8+UGV08= github.com/hashicorp/errwrap v1.0.0/go.mod h1:YH+1FKiLXxHSkmPseP+kNlulaMuP3n2brvKWEqk/Jc4= @@ -199,6 +206,9 @@ github.com/hashicorp/golang-lru v0.5.4/go.mod h1:iADmTwqILo4mZ8BN3D2Q6+9jd8WM5uG github.com/hpcloud/tail v1.0.0/go.mod h1:ab1qPbhIpdTxEkNHXyeSf5vhxWSCs/tWer42PpOxQnU= github.com/ianlancetaylor/demangle v0.0.0-20181102032728-5e5cf60278f6/go.mod h1:aSSvb/t6k1mPoxDqO4vJh6VOCGPwU4O0C2/Eqndh1Sc= github.com/imdario/mergo v0.3.12 h1:b6R2BslTbIEToALKP7LxUvijTsNI9TAe80pLWN2g/HU= +github.com/jcmturner/aescts/v2 v2.0.0/go.mod h1:AiaICIRyfYg35RUkr8yESTqvSy7csK90qZ5xfvvsoNs= +github.com/jcmturner/dnsutils/v2 v2.0.0/go.mod h1:b0TnjGOvI/n42bZa+hmXL+kFJZsFT7G4t3HTlQ184QM= +github.com/jcmturner/rpc/v2 v2.0.3/go.mod h1:VUJYCIDm3PVOEHw8sgt091/20OJjskO/YJki3ELg/Hc= github.com/jessevdk/go-flags v1.4.0/go.mod h1:4FA24M0QyGHXBuZZK/XkWh8h0e1EYbRYJSGM75WSRxI= github.com/josharian/intern v1.0.0 h1:vlS4z54oSdjm0bgjRigI+G1HpF+tI+9rE5LLzOg8HmY= github.com/jpillora/backoff v1.0.0/go.mod h1:J/6gKK9jxlEcS3zixgDgUAsiuZ7yrSoa/FX5e0EB2j4= @@ -223,6 +233,7 @@ github.com/kr/pretty v0.3.1 h1:flRD4NNwYAUpkphVc1HcthR4KEIFJ65n8Mw5qdRn3LE= github.com/kr/pty v1.1.1/go.mod h1:pFQYn66WHrOpPYNljwOMqo10TkYh1fy3cYio2l3bCsQ= github.com/kr/text v0.1.0/go.mod h1:4Jbv+DJW3UT/LiOwJeYQe1efqtUx/iVham/4vfdArNI= github.com/kr/text v0.2.0 h1:5Nx0Ya0ZqY2ygV366QzturHI13Jq95ApcVaJBhpS+AY= +github.com/kr/text v0.2.0/go.mod h1:eLer722TekiGuMkidMxC/pM04lWEeraHUUmBw8l2grE= github.com/lyft/protoc-gen-validate v0.0.13/go.mod h1:XbGvPuh87YZc5TdIa2/I4pLk0QoUACkjt2znoq26NVQ= github.com/mailru/easyjson v0.7.7 h1:UGYAvKxe3sBsEDzO8ZeWOSlIQfWFlxbzLZe7hwFURr0= github.com/matttproud/golang_protobuf_extensions v1.0.1/go.mod h1:D8He9yQNgCq6Z5Ld7szi9bcBfOoFv/3dc6xSMkL2PC0= @@ -238,8 +249,10 @@ github.com/modern-go/reflect2 v1.0.2/go.mod h1:yWuevngMOJpCy52FWWMvUC8ws7m/LJsjY github.com/munnerz/goautoneg v0.0.0-20191010083416-a7dc8b61c822 h1:C3w9PqII01/Oq1c1nUAm88MOHcQC9l5mIlSMApZMrHA= github.com/mwitkow/go-conntrack v0.0.0-20161129095857-cc309e4a2223/go.mod h1:qRWi+5nqEBWmkhHvq77mSJWrCKwh8bxhgT7d/eI7P4U= github.com/mwitkow/go-conntrack v0.0.0-20190716064945-2f068394615f/go.mod h1:qRWi+5nqEBWmkhHvq77mSJWrCKwh8bxhgT7d/eI7P4U= +github.com/nxadm/tail v1.4.8/go.mod h1:+ncqLTQzXmGhMZNUePPaPqPvBxHAIsmXswZKocGu+AU= github.com/onsi/ginkgo v1.6.0/go.mod h1:lLunBs/Ym6LB5Z9jYTR76FiuTmxDTDusOGeTQH+WWjE= github.com/onsi/ginkgo v1.7.0/go.mod h1:lLunBs/Ym6LB5Z9jYTR76FiuTmxDTDusOGeTQH+WWjE= +github.com/onsi/ginkgo v1.16.5/go.mod h1:+E8gABHa3K6zRBolWtd+ROzc/U5bkGt0FwiG042wbpU= github.com/onsi/gomega v1.4.3/go.mod h1:ex+gbHU/CVuBBDIJjb2X0qEXbFg53c61hWP/1CpauHY= github.com/opencontainers/go-digest v1.0.0 h1:apOUWs51W5PlhuyGyz9FCeeBIOUDA/6nW8Oi/yOhh5U= github.com/opencontainers/go-digest v1.0.0/go.mod h1:0JzlMkj0TRzQZfJkVvzbP0HBR3IKzErnv2BNG4W4MAM= @@ -290,6 +303,7 @@ github.com/prometheus/statsd_exporter v0.22.7/go.mod h1:N/TevpjkIh9ccs6nuzY3jQn9 github.com/prometheus/statsd_exporter v0.23.1 h1:TiNAE1XevlZZrpSbmf51l/Ryl2Eek9rYh//KlvcNvKw= github.com/prometheus/statsd_exporter v0.23.1/go.mod h1:FFmnBRWf+HxX+PR+2fnc0ciBIONVAPJ6k4lqIbdqVxo= github.com/rcrowley/go-metrics v0.0.0-20181016184325-3113b8401b8a/go.mod h1:bCqnVzQkZxMG4s8nGwiZ5l3QUCyqpo9Y+/ZMZ9VjZe4= +github.com/rcrowley/go-metrics v0.0.0-20201227073835-cf1acfcdf475/go.mod h1:bCqnVzQkZxMG4s8nGwiZ5l3QUCyqpo9Y+/ZMZ9VjZe4= github.com/rogpeppe/fastuuid v1.2.0/go.mod h1:jVj6XXZzXRy/MSR5jhDC/2q6DgLz+nrA6LYCDYWNEvQ= github.com/rogpeppe/go-internal v1.3.0/go.mod h1:M8bDsm7K2OlrFYOpmOWEs/qY81heoFRclV5y23lUDJ4= github.com/rogpeppe/go-internal v1.10.0 h1:TMyTOH3F/DB16zRVcYyreMH6GnZZrwQVAoYjRBZyWFQ= @@ -409,6 +423,8 @@ golang.org/x/net v0.0.0-20220127200216-cd36cc0744dd/go.mod h1:CfG3xpIq0wQ8r1q4Su golang.org/x/net v0.0.0-20220225172249-27dd8689420f/go.mod h1:CfG3xpIq0wQ8r1q4Su4UZFWDARRcnwPjda9FqA0JpMk= golang.org/x/net v0.14.0 h1:BONx9s002vGdD9umnlX1Po8vOZmrgH34qlHcD1MfK14= golang.org/x/net v0.14.0/go.mod h1:PpSgVXXLK0OxS0F31C1/tv6XNguvCrnXIDrFMspZIUI= +golang.org/x/net v0.17.0 h1:pVaXccu2ozPjCXewfr1S7xza/zcXTity9cCdXQYSjIM= +golang.org/x/net v0.17.0/go.mod h1:NxSsAGuq816PNPmqtQdLE42eU2Fs7NoRIZrHJAlaCOE= golang.org/x/oauth2 v0.0.0-20180821212333-d2e6202438be/go.mod h1:N/0e6XlmueqKjAGxoOufVs8QHGRruUQn6yWY3a++T0U= golang.org/x/oauth2 v0.0.0-20190226205417-e64efc72b421/go.mod h1:gOpvHmFTYa4IltrdGE7lF6nIHvwfUNPOp7c8zoXwtLw= golang.org/x/oauth2 v0.0.0-20190604053449-0f29369cfe45/go.mod h1:gOpvHmFTYa4IltrdGE7lF6nIHvwfUNPOp7c8zoXwtLw= @@ -475,10 +491,14 @@ golang.org/x/sys v0.0.0-20220520151302-bc2c85ada10a/go.mod h1:oPkhp1MJrh7nUepCBc golang.org/x/sys v0.0.0-20220708085239-5a0f0661e09d/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= golang.org/x/sys v0.11.0 h1:eG7RXZHdqOJ1i+0lgLgCpSXAp6M3LYlAo6osgSi0xOM= golang.org/x/sys v0.11.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= +golang.org/x/sys v0.13.0 h1:Af8nKPmuFypiUBjVoU9V20FiaFXOcuZI21p0ycVYYGE= +golang.org/x/sys v0.13.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= golang.org/x/term v0.0.0-20201126162022-7de9c90e9dd1/go.mod h1:bj7SfCRtBDWHUb9snDiAeCFNEtKQo2Wmx5Cou7ajbmo= golang.org/x/term v0.0.0-20210927222741-03fcf44c2211/go.mod h1:jbD1KX2456YbFQfuXm/mYQcufACuNUgVhRMnK/tPxf8= golang.org/x/term v0.11.0 h1:F9tnn/DA/Im8nCwm+fX+1/eBwi4qFjRT++MhtVC4ZX0= golang.org/x/term v0.11.0/go.mod h1:zC9APTIj3jG3FdV/Ons+XE1riIZXG4aZ4GTHiPZJPIU= +golang.org/x/term v0.13.0 h1:bb+I9cTfFazGW51MZqBVmZy7+JEJMouUHTUSKVQLBek= +golang.org/x/term v0.13.0/go.mod h1:LTmsnFJwVN6bCy1rVCoS+qHT1HhALEFxKncY3WNNh4U= golang.org/x/text v0.0.0-20170915032832-14c0d48ead0c/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ= golang.org/x/text v0.3.0/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ= golang.org/x/text v0.3.1-0.20180807135948-17ff2d5776d2/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ= @@ -488,6 +508,8 @@ golang.org/x/text v0.3.6/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ= golang.org/x/text v0.3.7/go.mod h1:u+2+/6zg+i71rQMx5EYifcz6MCKuco9NR6JIITiCfzQ= golang.org/x/text v0.12.0 h1:k+n5B8goJNdU7hSvEtMUz3d1Q6D/XW4COJSJR6fN0mc= golang.org/x/text v0.12.0/go.mod h1:TvPlkZtksWOMsz7fbANvkp4WM8x/WCo/om8BMLbz+aE= +golang.org/x/text v0.13.0 h1:ablQoSUd0tRdKxZewP80B+BaqeKJuVhuRxj/dkrun3k= +golang.org/x/text v0.13.0/go.mod h1:TvPlkZtksWOMsz7fbANvkp4WM8x/WCo/om8BMLbz+aE= golang.org/x/time v0.0.0-20181108054448-85acf8d2951c/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ= golang.org/x/time v0.0.0-20190308202827-9d24e82272b4/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ= golang.org/x/time v0.0.0-20191024005414-555d28b269f0/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ= @@ -618,6 +640,8 @@ google.golang.org/grpc v1.31.0/go.mod h1:N36X2cJ7JwdamYAgDz+s+rVMFjt3numwzf/HckM google.golang.org/grpc v1.33.2/go.mod h1:JMHMWHQWaTccqQQlmk3MJZS+GWXOdAesneDmEnv2fbc= google.golang.org/grpc v1.55.0 h1:3Oj82/tFSCeUrRTg/5E/7d/W5A1tj6Ky1ABAuZuv5ag= google.golang.org/grpc v1.55.0/go.mod h1:iYEXKGkEBhg1PjZQvoYEVPTDkHo1/bjTnfwTeGONTY8= +google.golang.org/grpc v1.56.3 h1:8I4C0Yq1EjstUzUJzpcRVbuYA2mODtEmpWiQoN/b2nc= +google.golang.org/grpc v1.56.3/go.mod h1:I9bI3vqKfayGqPUAwGdOSu7kt6oIJLixfffKrpXqQ9s= google.golang.org/protobuf v0.0.0-20200109180630-ec00e32a8dfd/go.mod h1:DFci5gLYBciE7Vtevhsrf46CRTquxDuWsQurQQe4oz8= google.golang.org/protobuf v0.0.0-20200221191635-4d8936d0db64/go.mod h1:kwYJMbMJ01Woi6D6+Kah6886xMZcty6N08ah7+eCXa0= google.golang.org/protobuf v0.0.0-20200228230310-ab0ca4ff8a60/go.mod h1:cfTl7dwQJ+fmap5saPgwCLgHXTUD7jkjRqWcaiX5VyM= @@ -639,6 +663,7 @@ gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8 gopkg.in/check.v1 v1.0.0-20180628173108-788fd7840127/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0= gopkg.in/check.v1 v1.0.0-20190902080502-41f04d3bba15/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0= gopkg.in/check.v1 v1.0.0-20201130134442-10cb98267c6c h1:Hei/4ADfdWqJk1ZMxUNpqntNwaWcugrBjAiHlqqRiVk= +gopkg.in/check.v1 v1.0.0-20201130134442-10cb98267c6c/go.mod h1:JHkPIbrfpd72SG/EVd6muEfDQjcINNoR0C8j2r3qZ4Q= gopkg.in/errgo.v2 v2.1.0/go.mod h1:hNsd1EY+bozCKY1Ytp96fpM3vjJbqLJn88ws8XvfDNI= gopkg.in/fsnotify.v1 v1.4.7/go.mod h1:Tz8NjZHkW78fSQdbUxIjBTcgA1z1m8ZHf0WmKUhAMys= gopkg.in/inf.v0 v0.9.1 h1:73M5CoZyi3ZLMOyDlQh031Cx6N9NDJ2Vvfl76EDAgDc= diff --git a/test/e2e/data/iris_input_v4.json b/test/e2e/data/iris_input_v4.json new file mode 100644 index 0000000000..23d999cf98 --- /dev/null +++ b/test/e2e/data/iris_input_v4.json @@ -0,0 +1,10 @@ +{ + "inputs": [ + [ + {"sepal_length_(cm)": 5.1}, + {"sepal_width_(cm)": 3.5}, + {"petal_length_(cm)": 1.4}, + {"petal_width_(cm)": 0.2} + ] + ] +} diff --git a/test/e2e/predictor/test_autoscaling.py b/test/e2e/predictor/test_autoscaling.py index 1b65d4e79e..92d9c39b2d 100644 --- a/test/e2e/predictor/test_autoscaling.py +++ b/test/e2e/predictor/test_autoscaling.py @@ -13,7 +13,11 @@ # limitations under the License. import os + +import pytest from kubernetes import client +from kubernetes.client import V1ResourceRequirements + from kserve import ( constants, KServeClient, @@ -22,11 +26,8 @@ V1beta1PredictorSpec, V1beta1SKLearnSpec, ) -from kubernetes.client import V1ResourceRequirements -import pytest - -from ..common.utils import predict from ..common.utils import KSERVE_TEST_NAMESPACE +from ..common.utils import predict TARGET = "autoscaling.knative.dev/target" METRIC = "autoscaling.knative.dev/metric" @@ -195,6 +196,8 @@ def test_sklearn_scale_raw(): api_instance = kserve_client.api_instance hpa_resp = api_instance.list_namespaced_custom_object(group='autoscaling', version='v1', namespace=KSERVE_TEST_NAMESPACE, + label_selector=f"serving.kserve.io/inferenceservice=" + f"{service_name}", plural='horizontalpodautoscalers') assert (hpa_resp['items'][0]['spec']['targetCPUUtilizationPercentage'] == 50) diff --git a/test/e2e/predictor/test_lightgbm.py b/test/e2e/predictor/test_lightgbm.py index 4ffaf8cb63..9b3a3e1c61 100644 --- a/test/e2e/predictor/test_lightgbm.py +++ b/test/e2e/predictor/test_lightgbm.py @@ -91,6 +91,9 @@ def test_lightgbm_runtime_kserve(): res = predict(service_name, "./data/iris_input_v3.json") assert res["predictions"][0][0] > 0.5 + + res = predict(service_name, "./data/iris_input_v4.json") + assert res["predictions"][0][0] > 0.5 kserve_client.delete(service_name, KSERVE_TEST_NAMESPACE) diff --git a/test/e2e/predictor/test_triton.py b/test/e2e/predictor/test_triton.py index d2f4ec4d20..40e7feeb66 100644 --- a/test/e2e/predictor/test_triton.py +++ b/test/e2e/predictor/test_triton.py @@ -53,7 +53,7 @@ def test_triton(): kserve_client = KServeClient(config_file=os.environ.get("KUBECONFIG", "~/.kube/config")) kserve_client.create(isvc) try: - kserve_client.wait_isvc_ready(service_name, namespace=KSERVE_TEST_NAMESPACE) + kserve_client.wait_isvc_ready(service_name, namespace=KSERVE_TEST_NAMESPACE, timeout_seconds=800) except RuntimeError as e: print(kserve_client.api_instance.get_namespaced_custom_object("serving.knative.dev", "v1", KSERVE_TEST_NAMESPACE, @@ -108,7 +108,7 @@ def test_triton_runtime_with_transformer(): kserve_client = KServeClient(config_file=os.environ.get("KUBECONFIG", "~/.kube/config")) kserve_client.create(isvc) try: - kserve_client.wait_isvc_ready(service_name, namespace=KSERVE_TEST_NAMESPACE) + kserve_client.wait_isvc_ready(service_name, namespace=KSERVE_TEST_NAMESPACE, timeout_seconds=800) except RuntimeError as e: print(kserve_client.api_instance.get_namespaced_custom_object("serving.knative.dev", "v1", KSERVE_TEST_NAMESPACE, diff --git a/test/scripts/gh-actions/status-check.sh b/test/scripts/gh-actions/status-check.sh index b140da820c..c98d18071c 100755 --- a/test/scripts/gh-actions/status-check.sh +++ b/test/scripts/gh-actions/status-check.sh @@ -1,17 +1,55 @@ #!/bin/bash sleep 10 +echo "::group::Free Space" df -T +echo "::endgroup::" + +echo "::group::List Docker Images" docker image ls +echo "::endgroup::" + +echo "::group::List Pods in kserve and kserve-ci-e2e-test namespace" kubectl get pods -n kserve kubectl get pods -n kserve-ci-e2e-test +echo "::endgroup::" + +echo "::group::List Pods in all other namespaces" kubectl get pods -A --field-selector=metadata.namespace!=kserve,metadata.namespace!=kserve-ci-e2e-test +echo "::endgroup::" +echo "::group::Describe Pods in kserve-ci-e2e-test namespace" kubectl describe pods -n kserve-ci-e2e-test +echo "::endgroup::" + +echo "::group::K8s Events in kserve-ci-e2e-test namespace" kubectl get events -n kserve-ci-e2e-test +echo "::endgroup::" + +echo "::group::Kserve Controller Logs" kubectl logs -l control-plane=kserve-controller-manager -n kserve -c manager +echo "::endgroup::" + +echo "::group::Predictor Pod logs" kubectl logs -l 'component in (predictor)' -c kserve-container -n kserve-ci-e2e-test --tail 500 +echo "::endgroup::" + +echo "::group::Transformer Pod logs" kubectl logs -l 'component in (transformer)' -c kserve-container -n kserve-ci-e2e-test --tail 500 +echo "::endgroup::" + +echo "::group::Explainer Pod logs" kubectl logs -l 'component in (explainer)' -c kserve-container -n kserve-ci-e2e-test --tail 500 -kubectl logs "$(kubectl get pods -n istio-system --output=jsonpath={.items..metadata.name} -l app=istio-ingressgateway)" -n istio-system +echo "::endgroup::" +shopt -s nocasematch +if [[ $# -eq 1 && "$1" == "kourier" ]]; then + echo "::group::Kourier Gateway Pod logs" + kubectl logs "$(kubectl get pod -n knative-serving -l 'app=3scale-kourier-gateway' --output=jsonpath='{.items[0].metadata.name}')" -n knative-serving + echo "::endgroup::" +else + echo "::group::Istio Ingress Gateway Pod logs" + kubectl logs "$(kubectl get pods -n istio-system --output=jsonpath={.items..metadata.name} -l app=istio-ingressgateway)" -n istio-system + echo "::endgroup::" +fi +shopt -u nocasematch