From 0890d903bea7ef4f716b839f418265c69ecda844 Mon Sep 17 00:00:00 2001 From: Viktor Taskov Date: Fri, 10 Oct 2025 16:22:51 +0100 Subject: [PATCH 01/27] Miniforge 24.3.0-0 with Python 3.10.14 + install of Python 3.10.18 inside conda image --- wrappers/s2i/python/Dockerfile.conda | 15 ++++++++------- wrappers/s2i/python/Makefile | 10 ++++++---- 2 files changed, 14 insertions(+), 11 deletions(-) diff --git a/wrappers/s2i/python/Dockerfile.conda b/wrappers/s2i/python/Dockerfile.conda index e337c8285d..3c4489ca92 100644 --- a/wrappers/s2i/python/Dockerfile.conda +++ b/wrappers/s2i/python/Dockerfile.conda @@ -15,13 +15,14 @@ RUN microdnf update -y && \ RUN wget -O certifi-python-certifi.tar.gz \ https://github.com/certifi/python-certifi/archive/master.tar.gz -ARG CONDA_DOWNLOAD_VERSION -ARG CONDA_VERSION -RUN wget --quiet https://repo.anaconda.com/miniconda/Miniconda3-${CONDA_DOWNLOAD_VERSION}-Linux-x86_64.sh -O ~/miniconda.sh && \ - /bin/bash ~/miniconda.sh -b -p /opt/conda && \ - rm ~/miniconda.sh && \ - /opt/conda/bin/conda install --yes conda=${CONDA_VERSION} && \ - /opt/conda/bin/conda clean -tipy && \ +# Install Miniforge (BSD-3-Clause) +ARG MINIFORGE_VERSION +RUN wget https://github.com/conda-forge/miniforge/releases/download/${MINIFORGE_VERSION}/Miniforge3-${MINIFORGE_VERSION}-Linux-x86_64.sh -O ~/miniforge.sh && \ + /bin/bash ~/miniforge.sh -b -p /opt/conda && \ + rm ~/miniforge.sh && \ + /opt/conda/bin/conda init bash && \ + /opt/conda/bin/conda install -y python=3.10.18 && \ + /opt/conda/bin/conda clean -afy && \ ln -s /opt/conda/etc/profile.d/conda.sh /etc/profile.d/conda.sh && \ echo ". /opt/conda/etc/profile.d/conda.sh" >> ~/.bashrc && \ echo "conda activate base" >> ~/.bashrc && \ diff --git a/wrappers/s2i/python/Makefile b/wrappers/s2i/python/Makefile index eb45d58ce4..93933237ce 100644 --- a/wrappers/s2i/python/Makefile +++ b/wrappers/s2i/python/Makefile @@ -3,9 +3,11 @@ VERSION ?= $(shell cat ../../../version.txt) DOCKER_REGISTRY ?= seldonio -CONDA_DOWNLOAD_VERSION ?= py38_23.3.1-0 -CONDA_VERSION ?= 23.5.0 -PYTHON_VERSION ?= 3.8.10 +CONDA_DOWNLOAD_VERSION ?= py310_25.7.0-2 +CONDA_VERSION ?= 25.7.0 +PYTHON_VERSION ?= 3.10.0 +MINIFORGE_VERSION ?= 24.3.0-0 # 24.1.2-0 3.10.14 # 23.11.0-0 - 3.10.13 # 25.3.1-0 comes with Python 3.12.11 + IMAGE_PYTHON_VERSION = $(shell echo -n $(PYTHON_VERSION) | cut -d. -f1-2 | sed 's/\.//g') DEFAULT_IMAGE_PYTHON_VERSION = $(shell echo -n $(PYTHON_VERSION) | cut -d. -f1) @@ -28,7 +30,7 @@ get_local_repo: # Building Conda Base docker-build-conda-base: - docker build -f Dockerfile.conda --build-arg CONDA_VERSION=${CONDA_VERSION} --build-arg CONDA_DOWNLOAD_VERSION=${CONDA_DOWNLOAD_VERSION} -t ${CONDA_BASE_IMAGE}:${VERSION} . + docker build -f Dockerfile.conda --build-arg MINIFORGE_VERSION=${MINIFORGE_VERSION} -t ${CONDA_BASE_IMAGE}:${VERSION} . docker-push-conda-base: docker push ${CONDA_BASE_IMAGE}:${VERSION} From 7ef90ec60a5008c3f9cb6a914de7c5d13c0d5677 Mon Sep 17 00:00:00 2001 From: Viktor Taskov Date: Fri, 10 Oct 2025 17:09:56 +0100 Subject: [PATCH 02/27] Remove install of latest 3.10.X python inside the conda dockerfile --- wrappers/s2i/python/Dockerfile.conda | 1 - wrappers/s2i/python/Makefile | 2 +- 2 files changed, 1 insertion(+), 2 deletions(-) diff --git a/wrappers/s2i/python/Dockerfile.conda b/wrappers/s2i/python/Dockerfile.conda index 3c4489ca92..64ba3f3cb6 100644 --- a/wrappers/s2i/python/Dockerfile.conda +++ b/wrappers/s2i/python/Dockerfile.conda @@ -21,7 +21,6 @@ RUN wget https://github.com/conda-forge/miniforge/releases/download/${MINIFORGE_ /bin/bash ~/miniforge.sh -b -p /opt/conda && \ rm ~/miniforge.sh && \ /opt/conda/bin/conda init bash && \ - /opt/conda/bin/conda install -y python=3.10.18 && \ /opt/conda/bin/conda clean -afy && \ ln -s /opt/conda/etc/profile.d/conda.sh /etc/profile.d/conda.sh && \ echo ". /opt/conda/etc/profile.d/conda.sh" >> ~/.bashrc && \ diff --git a/wrappers/s2i/python/Makefile b/wrappers/s2i/python/Makefile index 93933237ce..ce038a1dbb 100644 --- a/wrappers/s2i/python/Makefile +++ b/wrappers/s2i/python/Makefile @@ -19,7 +19,7 @@ SELDON_CORE_DIR = ../../.. # Base images to build the s2i builder images from BASE_IMAGE = continuumio/miniconda3 -CONDA_BASE_IMAGE = ${DOCKER_REGISTRY}/conda-ubi8 +CONDA_BASE_IMAGE = ${DOCKER_REGISTRY}/conda-ubi9 .PHONY: get_local_repo get_local_repo: From fccefe29a16166cd32539bfa484e889b30873573 Mon Sep 17 00:00:00 2001 From: Viktor Taskov Date: Fri, 10 Oct 2025 17:23:47 +0100 Subject: [PATCH 03/27] Reduce image size to 366 MB --- wrappers/s2i/python/Dockerfile.conda | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/wrappers/s2i/python/Dockerfile.conda b/wrappers/s2i/python/Dockerfile.conda index 64ba3f3cb6..2ef02f25f6 100644 --- a/wrappers/s2i/python/Dockerfile.conda +++ b/wrappers/s2i/python/Dockerfile.conda @@ -9,7 +9,8 @@ RUN microdnf update -y && \ bzip2 \ tar \ ca-certificates \ - curl-minimal + curl-minimal \ + findutils # MPL based licenses RUN wget -O certifi-python-certifi.tar.gz \ @@ -22,6 +23,9 @@ RUN wget https://github.com/conda-forge/miniforge/releases/download/${MINIFORGE_ rm ~/miniforge.sh && \ /opt/conda/bin/conda init bash && \ /opt/conda/bin/conda clean -afy && \ + find /opt/conda -type f -name '*.a' -delete && \ + find /opt/conda -type f -name '*.pyc' -delete && \ + find /opt/conda -type f -name '*.js.map' -delete && \ ln -s /opt/conda/etc/profile.d/conda.sh /etc/profile.d/conda.sh && \ echo ". /opt/conda/etc/profile.d/conda.sh" >> ~/.bashrc && \ echo "conda activate base" >> ~/.bashrc && \ From b5e5d898c35f512a77ed61cf29cb1540a5a7e34a Mon Sep 17 00:00:00 2001 From: Viktor Taskov Date: Thu, 23 Oct 2025 01:06:46 +0100 Subject: [PATCH 04/27] Python - 3.10, updated licences, deps, fmt, tests all good. Wrappers - Dockerfiles build, make test works --- components/alibi-detect-server/.dockerignore | 1 + components/alibi-detect-server/Makefile | 2 +- examples/models/sklearn_iris/.tool-versions | 1 + operator/hack/csv_hack.py | 6 +- operator/helm/split_resources.py | 102 +- python/.tool-versions | 1 + python/licenses/license.txt | 3911 +++++++++++------ python/licenses/license_info.csv | 135 +- python/licenses/license_info.no_versions.csv | 89 +- python/requirements-dev.txt | 44 +- python/seldon_core/env_utils.py | 1 + python/seldon_core/proto/prediction_pb2.py | 1578 +------ python/seldon_core/proto/prediction_pb2.pyi | 551 +-- .../seldon_core/proto/prediction_pb2_grpc.py | 333 +- .../core/framework/resource_handle.proto | 2 + .../core/framework/resource_handle_pb2.py | 166 +- .../tensorflow/core/framework/tensor.proto | 1 + .../tensorflow/core/framework/tensor_pb2.py | 291 +- .../core/framework/tensor_shape_pb2.py | 135 +- .../tensorflow/core/framework/types.proto | 24 +- .../tensorflow/core/framework/types_pb2.py | 405 +- python/seldon_core/utils.py | 4 +- python/setup.py | 45 +- python/tests/test_model_microservice.py | 2 +- python/tests/test_router_microservice.py | 2 +- python/tests/test_transformer_microservice.py | 4 +- python/tests/test_utils.py | 22 +- .../scripts/requirements.3.8.10.working.txt | 199 + wrappers/s2i/python/.dockerignore | 1 + wrappers/s2i/python/Dockerfile.gpu | 24 +- wrappers/s2i/python/Makefile | 22 +- wrappers/s2i/python/test/run | 4 +- 32 files changed, 3787 insertions(+), 4321 deletions(-) create mode 100644 components/alibi-detect-server/.dockerignore create mode 100644 examples/models/sklearn_iris/.tool-versions create mode 100644 python/.tool-versions create mode 100644 testing/scripts/requirements.3.8.10.working.txt create mode 100644 wrappers/s2i/python/.dockerignore diff --git a/components/alibi-detect-server/.dockerignore b/components/alibi-detect-server/.dockerignore new file mode 100644 index 0000000000..d2b9023344 --- /dev/null +++ b/components/alibi-detect-server/.dockerignore @@ -0,0 +1 @@ +_seldon_core/.tox \ No newline at end of file diff --git a/components/alibi-detect-server/Makefile b/components/alibi-detect-server/Makefile index 2a76325dfd..388703a57a 100644 --- a/components/alibi-detect-server/Makefile +++ b/components/alibi-detect-server/Makefile @@ -3,7 +3,7 @@ SHELL := /bin/bash VERSION ?= $(shell cat ../../version.txt) DOCKER_REGISTRY ?= seldonio -BASE_IMAGE ?= ${DOCKER_REGISTRY}/conda-ubi8 +BASE_IMAGE ?= ${DOCKER_REGISTRY}/conda-ubi9 IMAGE ?= ${DOCKER_REGISTRY}/alibi-detect-server KIND_NAME ?= kind diff --git a/examples/models/sklearn_iris/.tool-versions b/examples/models/sklearn_iris/.tool-versions new file mode 100644 index 0000000000..8b869bd719 --- /dev/null +++ b/examples/models/sklearn_iris/.tool-versions @@ -0,0 +1 @@ +python 3.8.10 diff --git a/operator/hack/csv_hack.py b/operator/hack/csv_hack.py index d313dce0c0..4cd7414893 100644 --- a/operator/hack/csv_hack.py +++ b/operator/hack/csv_hack.py @@ -37,9 +37,9 @@ def update_container_image(csv, version): ][0]["env"] ): if env["name"] == "EXECUTOR_CONTAINER_IMAGE_AND_VERSION": - csv["spec"]["install"]["spec"]["deployments"][0]["spec"]["template"]["spec"][ - "containers" - ][0]["env"][n]["value"] = ( + csv["spec"]["install"]["spec"]["deployments"][0]["spec"]["template"][ + "spec" + ]["containers"][0]["env"][n]["value"] = ( "docker.io/seldonio/seldon-core-executor:" + version ) return csv diff --git a/operator/helm/split_resources.py b/operator/helm/split_resources.py index a7dbe30135..4773b794cb 100644 --- a/operator/helm/split_resources.py +++ b/operator/helm/split_resources.py @@ -5,8 +5,7 @@ import yaml parser = argparse.ArgumentParser() -parser.add_argument("--prefix", default="xx", - help="find files matching prefix") +parser.add_argument("--prefix", default="xx", help="find files matching prefix") parser.add_argument("--folder", required=True, help="Output folder") args, _ = parser.parse_known_args() @@ -30,11 +29,13 @@ HELM_CREATERESOURCES_RBAC_IF_START = "{{- if .Values.managerCreateResources }}\n" HELM_K8S_V1_CRD_IF_START = '{{- if or (ge (int (regexFind "[0-9]+" .Capabilities.KubeVersion.Minor)) 18) (.Values.crd.forcev1) }}\n' HELM_K8S_V1BETA1_CRD_IF_START = '{{- if or (lt (int (regexFind "[0-9]+" .Capabilities.KubeVersion.Minor)) 18) (.Values.crd.forcev1beta1) }}\n' -HELM_CRD_ANNOTATIONS_WITH_START = '{{- with .Values.crd.annotations }}\n' -HELM_ANNOTATIONS_TOYAML4 = '{{- toYaml . | nindent 4}}\n' -HELM_ANNOTATIONS_TOYAML8 = '{{- toYaml . | nindent 8}}\n' -HELM_CONTROLER_DEP_ANNOTATIONS_WITH_START = '{{- with .Values.manager.annotations }}\n' -HELM_CONTROLER_DEP_POD_SEC_CTX_WITH_START = '{{- with .Values.manager.containerSecurityContext }}\n' +HELM_CRD_ANNOTATIONS_WITH_START = "{{- with .Values.crd.annotations }}\n" +HELM_ANNOTATIONS_TOYAML4 = "{{- toYaml . | nindent 4}}\n" +HELM_ANNOTATIONS_TOYAML8 = "{{- toYaml . | nindent 8}}\n" +HELM_CONTROLER_DEP_ANNOTATIONS_WITH_START = "{{- with .Values.manager.annotations }}\n" +HELM_CONTROLER_DEP_POD_SEC_CTX_WITH_START = ( + "{{- with .Values.manager.containerSecurityContext }}\n" +) HELM_IF_END = "{{- end }}\n" HELM_ENV_SUBST = { @@ -71,7 +72,7 @@ "EXECUTOR_REQUEST_LOGGER_WORK_QUEUE_SIZE": "executor.requestLogger.workQueueSize", "EXECUTOR_REQUEST_LOGGER_WRITE_TIMEOUT_MS": "executor.requestLogger.writeTimeoutMs", "DEPLOYMENT_NAME_AS_PREFIX": "manager.deploymentNameAsPrefix", - "EXECUTOR_FULL_HEALTH_CHECKS": "executor.fullHealthChecks" + "EXECUTOR_FULL_HEALTH_CHECKS": "executor.fullHealthChecks", } HELM_VALUES_IMAGE_PULL_POLICY = "{{ .Values.image.pullPolicy }}" @@ -100,8 +101,7 @@ def helm_namespace_override(): webhookData + '{{- $altNames := list ( printf "seldon-webhook-service.%s" (include "seldon.namespace" .) ) ( printf "seldon-webhook-service.%s.svc" (include "seldon.namespace" .) ) -}}\n' ) - webhookData = webhookData + \ - '{{- $ca := genCA "custom-metrics-ca" 365 -}}\n' + webhookData = webhookData + '{{- $ca := genCA "custom-metrics-ca" 365 -}}\n' webhookData = ( webhookData + '{{- $cert := genSignedCert "seldon-webhook-service" nil $altNames 365 $ca -}}\n' @@ -113,8 +113,7 @@ def helm_namespace_override(): kind = res["kind"].lower() name = res["metadata"]["name"].lower() version = res["apiVersion"] - filename = args.folder + "/" + \ - (kind + "_" + name).lower() + ".yaml" + filename = args.folder + "/" + (kind + "_" + name).lower() + ".yaml" print(filename) print(version) if ( @@ -156,9 +155,9 @@ def helm_namespace_override(): # controller manager if kind == "deployment" and name == "seldon-controller-manager": - res["spec"]["template"]["spec"]["containers"][0][ - "imagePullPolicy" - ] = helm_value("image.pullPolicy") + res["spec"]["template"]["spec"]["containers"][0]["imagePullPolicy"] = ( + helm_value("image.pullPolicy") + ) res["spec"]["template"]["spec"]["containers"][0][ "image" ] = "{{ .Values.image.registry }}/{{ .Values.image.repository }}:{{ .Values.image.tag }}" @@ -168,12 +167,14 @@ def helm_namespace_override(): "serviceAccount.name" ) # Security Context - res["spec"]["template"]["spec"]["securityContext"][ - "runAsUser" - ] = helm_value("managerUserID") + res["spec"]["template"]["spec"]["securityContext"]["runAsUser"] = ( + helm_value("managerUserID") + ) # Priority class name - res["spec"]["template"]["spec"]["priorityClassName"] = helm_value("manager.priorityClassName") + res["spec"]["template"]["spec"]["priorityClassName"] = helm_value( + "manager.priorityClassName" + ) # Resource requests res["spec"]["template"]["spec"]["containers"][0]["resources"][ @@ -193,9 +194,9 @@ def helm_namespace_override(): if env["name"] in HELM_ENV_SUBST: env["value"] = helm_value(HELM_ENV_SUBST[env["name"]]) elif env["name"] == "EXECUTOR_CONTAINER_IMAGE_AND_VERSION": - env[ - "value" - ] = "{{ .Values.executor.image.registry }}/{{ .Values.executor.image.repository }}:{{ .Values.executor.image.tag }}" + env["value"] = ( + "{{ .Values.executor.image.registry }}/{{ .Values.executor.image.repository }}:{{ .Values.executor.image.tag }}" + ) elif env["name"] == "CONTROLLER_ID": env["value"] = "{{ .Values.controllerId }}" @@ -206,8 +207,7 @@ def helm_namespace_override(): if portSpec["name"] == "webhook-server": portSpec["containerPort"] = helm_value("webhook.port") for argIdx in range( - 0, len(res["spec"]["template"]["spec"] - ["containers"][0]["args"]) + 0, len(res["spec"]["template"]["spec"]["containers"][0]["args"]) ): if ( res["spec"]["template"]["spec"]["containers"][0]["args"][argIdx] @@ -221,7 +221,9 @@ def helm_namespace_override(): ) # Update metrics port - res["spec"]["template"]["metadata"]["annotations"]["prometheus.io/port"] = helm_value("metrics.port") + res["spec"]["template"]["metadata"]["annotations"][ + "prometheus.io/port" + ] = helm_value("metrics.port") for portSpec in res["spec"]["template"]["spec"]["containers"][0][ "ports" ]: @@ -229,8 +231,7 @@ def helm_namespace_override(): portSpec["containerPort"] = helm_value("metrics.port") for argIdx in range( - 0, len(res["spec"]["template"]["spec"] - ["containers"][0]["args"]) + 0, len(res["spec"]["template"]["spec"]["containers"][0]["args"]) ): if ( res["spec"]["template"]["spec"]["containers"][0]["args"][argIdx] @@ -241,12 +242,13 @@ def helm_namespace_override(): ] = "--metrics-addr=:" + helm_value("metrics.port") # Networking - res["spec"]["template"]["spec"]["hostNetwork"] = helm_value("hostNetwork") + res["spec"]["template"]["spec"]["hostNetwork"] = helm_value( + "hostNetwork" + ) if kind == "configmap" and name == "seldon-config": res["data"]["credentials"] = helm_value_json("credentials") - res["data"]["predictor_servers"] = helm_value_json( - "predictor_servers") + res["data"]["predictor_servers"] = helm_value_json("predictor_servers") res["data"]["storageInitializer"] = helm_value_json( "storageInitializer" ) @@ -269,8 +271,7 @@ def helm_namespace_override(): res["roleRef"]["name"] + "-" + helm_namespace_override() ) if name == "seldon-manager-rolebinding": - res["subjects"][0]["name"] = helm_value( - "serviceAccount.name") + res["subjects"][0]["name"] = helm_value("serviceAccount.name") res["subjects"][0]["namespace"] = helm_namespace_override() elif name != "seldon-spartakus-volunteer": res["subjects"][0]["namespace"] = helm_namespace_override() @@ -283,8 +284,7 @@ def helm_namespace_override(): or name == "seldon1-manager-sas-rolebinding" or name == "seldon-leader-election-rolebinding" ): - res["subjects"][0]["name"] = helm_value( - "serviceAccount.name") + res["subjects"][0]["name"] = helm_value("serviceAccount.name") res["subjects"][0]["namespace"] = helm_namespace_override() # Update webhook certificates @@ -333,8 +333,7 @@ def helm_namespace_override(): # Update webhook service port if kind == "service" and name == "seldon-webhook-service": - res["spec"]["ports"][0]["targetPort"] = helm_value( - "webhook.port") + res["spec"]["ports"][0]["targetPort"] = helm_value("webhook.port") fdata = yaml.dump(res, width=1000) @@ -427,8 +426,10 @@ def helm_namespace_override(): + HELM_K8S_V1BETA1_CRD_IF_START + re.sub( r"(.*controller-gen.kubebuilder.io/version.*\n)", - r"\1" + HELM_CRD_ANNOTATIONS_WITH_START + - HELM_ANNOTATIONS_TOYAML4 + HELM_IF_END, + r"\1" + + HELM_CRD_ANNOTATIONS_WITH_START + + HELM_ANNOTATIONS_TOYAML4 + + HELM_IF_END, fdata, re.M, ) @@ -444,8 +445,10 @@ def helm_namespace_override(): + HELM_K8S_V1_CRD_IF_START + re.sub( r"(.*controller-gen.kubebuilder.io/version.*\n)", - r"\1" + HELM_CRD_ANNOTATIONS_WITH_START + - HELM_ANNOTATIONS_TOYAML4 + HELM_IF_END, + r"\1" + + HELM_CRD_ANNOTATIONS_WITH_START + + HELM_ANNOTATIONS_TOYAML4 + + HELM_IF_END, fdata, re.M, ) @@ -459,8 +462,10 @@ def helm_namespace_override(): elif kind == "deployment" and name == "seldon-controller-manager": fdata = re.sub( r"(.*template:\n.*metadata:\n.*annotations:\n)", - r"\1" + HELM_CONTROLER_DEP_ANNOTATIONS_WITH_START + - HELM_ANNOTATIONS_TOYAML8 + HELM_IF_END, + r"\1" + + HELM_CONTROLER_DEP_ANNOTATIONS_WITH_START + + HELM_ANNOTATIONS_TOYAML8 + + HELM_IF_END, fdata, re.M, ) @@ -480,8 +485,10 @@ def helm_namespace_override(): fdata = re.sub( r"(.*command:\n)", - HELM_CONTROLER_DEP_POD_SEC_CTX_WITH_START + - HELM_ANNOTATIONS_TOYAML8 + HELM_IF_END + r"\1", + HELM_CONTROLER_DEP_POD_SEC_CTX_WITH_START + + HELM_ANNOTATIONS_TOYAML8 + + HELM_IF_END + + r"\1", fdata, re.M, ) @@ -492,7 +499,8 @@ def helm_namespace_override(): ) # make sure metrics.port is not quoted as its an int fdata = fdata.replace( - "containerPort: '{{ .Values.metrics.port }}'", "containerPort: {{ .Values.metrics.port }}" + "containerPort: '{{ .Values.metrics.port }}'", + "containerPort: {{ .Values.metrics.port }}", ) # make sure webhook is not quoted as its an int fdata = fdata.replace( @@ -538,9 +546,7 @@ def helm_namespace_override(): ) webhookData = re.sub( r"(.*caBundle:.*\n)", - HELM_NOT_CERTMANAGER_IF_START - + r"\1" - + HELM_IF_END, + HELM_NOT_CERTMANAGER_IF_START + r"\1" + HELM_IF_END, webhookData, re.M, ) diff --git a/python/.tool-versions b/python/.tool-versions new file mode 100644 index 0000000000..22571c39dc --- /dev/null +++ b/python/.tool-versions @@ -0,0 +1 @@ +python 3.10.18 diff --git a/python/licenses/license.txt b/python/licenses/license.txt index d08f3abfdd..7ab3fa21d8 100644 --- a/python/licenses/license.txt +++ b/python/licenses/license.txt @@ -1,6 +1,6 @@ Flask -2.2.5 -BSD License +3.1.1 +BSD-3-Clause Copyright 2010 Pallets Redistribution and use in source and binary forms, with or without @@ -31,19 +31,8 @@ NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. -Flask-Cors -3.0.10 -MIT License -Copyright (C) 2016 Cory Dolphin, Olin College - -Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: - -The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. - -THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. - Flask-OpenTracing -1.1.0 +2.0.0 BSD License Copyright (c) 2016, opentracing-contrib All rights reserved. @@ -74,82 +63,77 @@ OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. -Keras-Preprocessing -1.1.2 -MIT License -COPYRIGHT - -Copyright (c) 2015 - 2018, the respective contributors. -All rights reserved. - -Each contributor holds copyright over their respective contributions. -The project versioning (Git) records all such contribution source information. -The initial code of this repository came from https://github.com/keras-team/keras -(the Keras repository), hence, for author information regarding commits -that occured earlier than the first commit in the present repository, -please see the original Keras repository. - -LICENSE +Jinja2 +3.1.6 +BSD License +Copyright 2007 Pallets -The MIT License (MIT) +Redistribution and use in source and binary forms, with or without +modification, are permitted provided that the following conditions are +met: -Permission is hereby granted, free of charge, to any person obtaining a copy -of this software and associated documentation files (the "Software"), to deal -in the Software without restriction, including without limitation the rights -to use, copy, modify, merge, publish, distribute, sublicense, and/or sell -copies of the Software, and to permit persons to whom the Software is -furnished to do so, subject to the following conditions: +1. Redistributions of source code must retain the above copyright + notice, this list of conditions and the following disclaimer. -The above copyright notice and this permission notice shall be included in all -copies or substantial portions of the Software. +2. Redistributions in binary form must reproduce the above copyright + notice, this list of conditions and the following disclaimer in the + documentation and/or other materials provided with the distribution. -THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE -AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER -LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE -SOFTWARE. +3. Neither the name of the copyright holder nor the names of its + contributors may be used to endorse or promote products derived from + this software without specific prior written permission. +THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS +"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT +LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A +PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT +HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, +SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED +TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR +PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF +LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING +NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS +SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. Markdown -3.4.4 -BSD License -Copyright 2007, 2008 The Python Markdown Project (v. 1.7 and later) -Copyright 2004, 2005, 2006 Yuri Takhteyev (v. 0.2-1.6b) -Copyright 2004 Manfred Stienstra (the original version) +3.9 +BSD-3-Clause +BSD 3-Clause License -All rights reserved. +Copyright 2007, 2008 The Python Markdown Project (v. 1.7 and later) +Copyright 2004, 2005, 2006 Yuri Takhteyev (v. 0.2-1.6b) +Copyright 2004 Manfred Stienstra (the original version) Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met: -* Redistributions of source code must retain the above copyright - notice, this list of conditions and the following disclaimer. -* Redistributions in binary form must reproduce the above copyright - notice, this list of conditions and the following disclaimer in the - documentation and/or other materials provided with the distribution. -* Neither the name of the Python Markdown Project nor the - names of its contributors may be used to endorse or promote products - derived from this software without specific prior written permission. +1. Redistributions of source code must retain the above copyright notice, this + list of conditions and the following disclaimer. -THIS SOFTWARE IS PROVIDED BY THE PYTHON MARKDOWN PROJECT ''AS IS'' AND ANY -EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED -WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE -DISCLAIMED. IN NO EVENT SHALL ANY CONTRIBUTORS TO THE PYTHON MARKDOWN PROJECT -BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR -CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF -SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS -INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN -CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) -ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE -POSSIBILITY OF SUCH DAMAGE. +2. Redistributions in binary form must reproduce the above copyright notice, + this list of conditions and the following disclaimer in the documentation + and/or other materials provided with the distribution. + +3. Neither the name of the copyright holder nor the names of its + contributors may be used to endorse or promote products derived from + this software without specific prior written permission. + +THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" +AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE +IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE +DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE +FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL +DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR +SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER +CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, +OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE +OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. MarkupSafe -2.1.5 -BSD License +3.0.3 +BSD-3-Clause Copyright 2010 Pallets Redistribution and use in source and binary forms, with or without @@ -181,7 +165,7 @@ SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. PyYAML -6.0.1 +6.0.3 MIT License Copyright (c) 2017-2021 Ingy döt Net Copyright (c) 2006-2016 Kirill Simonov @@ -205,8 +189,38 @@ OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +Pygments +2.19.2 +BSD License +Copyright (c) 2006-2022 by the respective authors (see AUTHORS file). +All rights reserved. + +Redistribution and use in source and binary forms, with or without +modification, are permitted provided that the following conditions are +met: + +* Redistributions of source code must retain the above copyright + notice, this list of conditions and the following disclaimer. + +* Redistributions in binary form must reproduce the above copyright + notice, this list of conditions and the following disclaimer in the + documentation and/or other materials provided with the distribution. + +THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS +"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT +LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR +A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT +OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, +SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT +LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, +DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY +THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT +(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE +OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + + Werkzeug -2.2.3 +3.1.3 BSD License Copyright 2007 Pallets @@ -239,8 +253,8 @@ SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. absl-py -2.1.0 -Apache Software License +2.3.1 +Apache-2.0 Apache License Version 2.0, January 2004 @@ -515,8 +529,8 @@ Agreement. attrs -23.2.0 -MIT License +25.4.0 +MIT The MIT License (MIT) Copyright (c) 2015 Hynek Schlawack and the attrs contributors @@ -540,33 +554,33 @@ OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. -cachetools -5.3.3 +blinker +1.9.0 MIT License -The MIT License (MIT) +Copyright 2010 Jason Kirtland -Copyright (c) 2014-2024 Thomas Kemmer - -Permission is hereby granted, free of charge, to any person obtaining a copy of -this software and associated documentation files (the "Software"), to deal in -the Software without restriction, including without limitation the rights to -use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of -the Software, and to permit persons to whom the Software is furnished to do so, -subject to the following conditions: +Permission is hereby granted, free of charge, to any person obtaining a +copy of this software and associated documentation files (the +"Software"), to deal in the Software without restriction, including +without limitation the rights to use, copy, modify, merge, publish, +distribute, sublicense, and/or sell copies of the Software, and to +permit persons to whom the Software is furnished to do so, subject to +the following conditions: -The above copyright notice and this permission notice shall be included in all -copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included +in all copies or substantial portions of the Software. -THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS -FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR -COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER -IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN -CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS +OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. +IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY +CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, +TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE +SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. certifi -2024.2.2 +2025.10.5 Mozilla Public License 2.0 (MPL 2.0) This package contains a modified version of ca-bundle.crt: @@ -591,14 +605,14 @@ one at http://mozilla.org/MPL/2.0/. cffi -1.15.1 -MIT License +2.0.0 +MIT Except when otherwise stated (look for LICENSE files in directories or information at the beginning of each file) all software and documentation is licensed as follows: - The MIT License + MIT No Attribution Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation @@ -606,10 +620,7 @@ documentation is licensed as follows: restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the - Software is furnished to do so, subject to the following conditions: - - The above copyright notice and this permission notice shall be included - in all copies or substantial portions of the Software. + Software is furnished to do so. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, @@ -622,11 +633,11 @@ documentation is licensed as follows: charset-normalizer -3.3.2 -MIT License +3.4.4 +MIT MIT License -Copyright (c) 2019 TAHRI Ahmed R. +Copyright (c) 2025 TAHRI Ahmed R. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -646,9 +657,10 @@ LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + click -8.0.4 -BSD License +8.3.0 +BSD-3-Clause Copyright 2014 Pallets Redistribution and use in source and binary forms, with or without @@ -680,55 +692,22 @@ SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. cryptography -41.0.7 -Apache Software License; BSD License +46.0.3 +Apache-2.0 OR BSD-3-Clause This software is made available under the terms of *either* of the licenses found in LICENSE.APACHE or LICENSE.BSD. Contributions to cryptography are made under the terms of *both* these licenses. -flatbuffers -1.12 -Apache Software License +flask-cors +6.0.1 +UNKNOWN UNKNOWN -gast -0.4.0 -BSD License -Copyright (c) 2016, Serge Guelton -All rights reserved. - -Redistribution and use in source and binary forms, with or without -modification, are permitted provided that the following conditions are met: - - Redistributions of source code must retain the above copyright notice, this - list of conditions and the following disclaimer. - - Redistributions in binary form must reproduce the above copyright notice, - this list of conditions and the following disclaimer in the documentation - and/or other materials provided with the distribution. - - Neither the name of HPCProject, Serge Guelton nor the names of its - contributors may be used to endorse or promote products derived from this - software without specific prior written permission. - -THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND -ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED -WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE -DISCLAIMED. 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Redistributions of source code must retain the above copyright notice, -this list of conditions and the following disclaimer. +1. Redistributions of source code must retain the above copyright notice, +this list of conditions and the following disclaimer. 2. Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation @@ -2167,7 +1973,7 @@ Apache Software License grpcio-reflection -1.48.2 +1.59.0 Apache Software License Apache License @@ -2782,9 +2588,9 @@ Exhibit B - "Incompatible With Secondary Licenses" Notice gunicorn -20.1.0 +23.0.0 MIT License -2009-2018 (c) Benoît Chesneau +2009-2024 (c) Benoît Chesneau 2009-2015 (c) Paul J. Davis Permission is hereby granted, free of charge, to any person @@ -2810,8 +2616,8 @@ OTHER DEALINGS IN THE SOFTWARE. h5py -3.8.0 -BSD License +3.15.1 +BSD-3-Clause Copyright (c) 2008 Andrew Collette and contributors All rights reserved. @@ -2845,11 +2651,11 @@ OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. idna -3.7 -BSD License +3.11 +BSD-3-Clause BSD 3-Clause License -Copyright (c) 2013-2024, Kim Davies and contributors. +Copyright (c) 2013-2025, Kim Davies and contributors. All rights reserved. Redistribution and use in source and binary forms, with or without @@ -2880,36 +2686,106 @@ NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. -importlib-metadata -4.13.0 -Apache Software License +itsdangerous +2.2.0 +BSD License +Copyright 2011 Pallets - Apache License - Version 2.0, January 2004 - http://www.apache.org/licenses/ +Redistribution and use in source and binary forms, with or without +modification, are permitted provided that the following conditions are +met: - TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION +1. Redistributions of source code must retain the above copyright + notice, this list of conditions and the following disclaimer. - 1. Definitions. +2. Redistributions in binary form must reproduce the above copyright + notice, this list of conditions and the following disclaimer in the + documentation and/or other materials provided with the distribution. - "License" shall mean the terms and conditions for use, reproduction, - and distribution as defined by Sections 1 through 9 of this document. +3. Neither the name of the copyright holder nor the names of its + contributors may be used to endorse or promote products derived from + this software without specific prior written permission. - "Licensor" shall mean the copyright owner or entity authorized by - the copyright owner that is granting the License. +THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS +"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT +LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A +PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT +HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, +SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED +TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR +PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF +LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING +NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS +SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. - "Legal Entity" shall mean the union of the acting entity and all - other entities that control, are controlled by, or are under common - control with that entity. For the purposes of this definition, - "control" means (i) the power, direct or indirect, to cause the - direction or management of such entity, whether by contract or - otherwise, or (ii) ownership of fifty percent (50%) or more of the - outstanding shares, or (iii) beneficial ownership of such entity. - "You" (or "Your") shall mean an individual or Legal Entity - exercising permissions granted by this License. +jaeger-client +4.8.0 +Apache Software License +UNKNOWN - "Source" form shall mean the preferred form for making modifications, +jsonschema +4.2.0 +MIT License +Copyright (c) 2013 Julian Berman + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in +all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN +THE SOFTWARE. + + +keras +3.11.3 +Apache License 2.0 +UNKNOWN + +libclang +18.1.1 +Apache Software License +============================================================================== +The LLVM Project is under the Apache License v2.0 with LLVM Exceptions: +============================================================================== + + Apache License + Version 2.0, January 2004 + http://www.apache.org/licenses/ + + TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION + + 1. Definitions. + + "License" shall mean the terms and conditions for use, reproduction, + and distribution as defined by Sections 1 through 9 of this document. + + "Licensor" shall mean the copyright owner or entity authorized by + the copyright owner that is granting the License. + + "Legal Entity" shall mean the union of the acting entity and all + other entities that control, are controlled by, or are under common + control with that entity. For the purposes of this definition, + "control" means (i) the power, direct or indirect, to cause the + direction or management of such entity, whether by contract or + otherwise, or (ii) ownership of fifty percent (50%) or more of the + outstanding shares, or (iii) beneficial ownership of such entity. + + "You" (or "Your") shall mean an individual or Legal Entity + exercising permissions granted by this License. + + "Source" form shall mean the preferred form for making modifications, including but not limited to software source code, documentation source, and configuration files. @@ -2949,14 +2825,14 @@ Apache Software License on behalf of whom a Contribution has been received by Licensor and subsequently incorporated within the Work. - 2. Grant of Copyright License. Subject to the terms and conditions of + 2. Grant of Copyright License. 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THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE @@ -3747,10 +3452,10 @@ License: 3-clause BSD Name: LAPACK -Files: .libs/libopenb*.so +Files: numpy.libs/libscipy_openblas*.so Description: bundled in OpenBLAS -Availability: https://github.com/xianyi/OpenBLAS/ -License 3-clause BSD +Availability: https://github.com/OpenMathLib/OpenBLAS/ +License: BSD-3-Clause-Attribution Copyright (c) 1992-2013 The University of Tennessee and The University of Tennessee Research Foundation. All rights reserved. @@ -3802,10 +3507,10 @@ License 3-clause BSD Name: GCC runtime library -Files: .libs/libgfortran*.so +Files: numpy.libs/libgfortran*.so Description: dynamically linked to files compiled with gcc -Availability: https://gcc.gnu.org/viewcvs/gcc/ -License: GPLv3 + runtime exception +Availability: https://gcc.gnu.org/git/?p=gcc.git;a=tree;f=libgfortran +License: GPL-3.0-with-GCC-exception Copyright (C) 2002-2017 Free Software Foundation, Inc. Libgfortran is free software; you can redistribute it and/or modify @@ -4585,37 +4290,27 @@ the library. If this is what you want to do, use the GNU Lesser General Public License instead of this License. But first, please read . +Name: libquadmath +Files: numpy.libs/libquadmath*.so +Description: dynamically linked to files compiled with gcc +Availability: https://gcc.gnu.org/git/?p=gcc.git;a=tree;f=libquadmath +License: LGPL-2.1-or-later -oauthlib -3.2.2 -BSD License -Copyright (c) 2019 The OAuthlib Community -All rights reserved. - -Redistribution and use in source and binary forms, with or without -modification, are permitted provided that the following conditions are met: - - 1. Redistributions of source code must retain the above copyright notice, - this list of conditions and the following disclaimer. - - 2. Redistributions in binary form must reproduce the above copyright - notice, this list of conditions and the following disclaimer in the - documentation and/or other materials provided with the distribution. + GCC Quad-Precision Math Library + Copyright (C) 2010-2019 Free Software Foundation, Inc. + Written by Francois-Xavier Coudert - 3. 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Redistributions of source code must retain the above copyright notice, this + list of conditions and the following disclaimer. + +2. Redistributions in binary form must reproduce the above copyright notice, + this list of conditions and the following disclaimer in the documentation + and/or other materials provided with the distribution. + +THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND +ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED +WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE +DISCLAIMED. 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In order to make this project +usable to a vast majority of developers, we distribute it under two +mutually exclusive open-source licenses. + +This means that *you* must choose *one* of the two licenses described +below, then obey all its terms and conditions when using FreeType 2 in +any of your projects or products. + + - The FreeType License, found in the file `docs/FTL.TXT`, which is + similar to the original BSD license *with* an advertising clause + that forces you to explicitly cite the FreeType project in your + product's documentation. All details are in the license file. + This license is suited to products which don't use the GNU General + Public License. + + Note that this license is compatible to the GNU General Public + License version 3, but not version 2. + + - The GNU General Public License version 2, found in + `docs/GPLv2.TXT` (any later version can be used also), for + programs which already use the GPL. Note that the FTL is + incompatible with GPLv2 due to its advertisement clause. + +The contributed BDF and PCF drivers come with a license similar to +that of the X Window System. It is compatible to the above two +licenses (see files `src/bdf/README` and `src/pcf/README`). The same +holds for the source code files `src/base/fthash.c` and +`include/freetype/internal/fthash.h`; they were part of the BDF driver +in earlier FreeType versions. + +The gzip module uses the zlib license (see `src/gzip/zlib.h`) which +too is compatible to the above two licenses. + +The files `src/autofit/ft-hb.c` and `src/autofit/ft-hb.h` contain code +taken almost verbatim from the HarfBuzz file `hb-ft.cc`, which uses +the 'Old MIT' license, compatible to the above two licenses. + +The MD5 checksum support (only used for debugging in development +builds) is in the public domain. + +-------------------------------------------------------------------------- + + The FreeType Project LICENSE + ---------------------------- + + 2006-Jan-27 + + Copyright 1996-2002, 2006 by + David Turner, Robert Wilhelm, and Werner Lemberg + + + +Introduction +============ + + The FreeType Project is distributed in several archive packages; + some of them may contain, in addition to the FreeType font engine, + various tools and contributions which rely on, or relate to, the + FreeType Project. + + This license applies to all files found in such packages, and + which do not fall under their own explicit license. The license + affects thus the FreeType font engine, the test programs, + documentation and makefiles, at the very least. + + This license was inspired by the BSD, Artistic, and IJG + (Independent JPEG Group) licenses, which all encourage inclusion + and use of free software in commercial and freeware products + alike. As a consequence, its main points are that: + + o We don't promise that this software works. However, we will be + interested in any kind of bug reports. (`as is' distribution) + + o You can use this software for whatever you want, in parts or + full form, without having to pay us. (`royalty-free' usage) + + o You may not pretend that you wrote this software. If you use + it, or only parts of it, in a program, you must acknowledge + somewhere in your documentation that you have used the + FreeType code. (`credits') + + We specifically permit and encourage the inclusion of this + software, with or without modifications, in commercial products. + We disclaim all warranties covering The FreeType Project and + assume no liability related to The FreeType Project. + + + Finally, many people asked us for a preferred form for a + credit/disclaimer to use in compliance with this license. We thus + encourage you to use the following text: + + """ + Portions of this software are copyright © The FreeType + Project (www.freetype.org). All rights reserved. + """ + + Please replace with the value from the FreeType version you + actually use. + + +Legal Terms +=========== + +0. Definitions +-------------- + + Throughout this license, the terms `package', `FreeType Project', + and `FreeType archive' refer to the set of files originally + distributed by the authors (David Turner, Robert Wilhelm, and + Werner Lemberg) as the `FreeType Project', be they named as alpha, + beta or final release. + + `You' refers to the licensee, or person using the project, where + `using' is a generic term including compiling the project's source + code as well as linking it to form a `program' or `executable'. + This program is referred to as `a program using the FreeType + engine'. + + This license applies to all files distributed in the original + FreeType Project, including all source code, binaries and + documentation, unless otherwise stated in the file in its + original, unmodified form as distributed in the original archive. + If you are unsure whether or not a particular file is covered by + this license, you must contact us to verify this. + + The FreeType Project is copyright (C) 1996-2000 by David Turner, + Robert Wilhelm, and Werner Lemberg. All rights reserved except as + specified below. + +1. No Warranty +-------------- + + THE FREETYPE PROJECT IS PROVIDED `AS IS' WITHOUT WARRANTY OF ANY + KIND, EITHER EXPRESS OR IMPLIED, INCLUDING, BUT NOT LIMITED TO, + WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR + PURPOSE. IN NO EVENT WILL ANY OF THE AUTHORS OR COPYRIGHT HOLDERS + BE LIABLE FOR ANY DAMAGES CAUSED BY THE USE OR THE INABILITY TO + USE, OF THE FREETYPE PROJECT. + +2. Redistribution +----------------- + + This license grants a worldwide, royalty-free, perpetual and + irrevocable right and license to use, execute, perform, compile, + display, copy, create derivative works of, distribute and + sublicense the FreeType Project (in both source and object code + forms) and derivative works thereof for any purpose; and to + authorize others to exercise some or all of the rights granted + herein, subject to the following conditions: + + o Redistribution of source code must retain this license file + (`FTL.TXT') unaltered; any additions, deletions or changes to + the original files must be clearly indicated in accompanying + documentation. The copyright notices of the unaltered, + original files must be preserved in all copies of source + files. + + o Redistribution in binary form must provide a disclaimer that + states that the software is based in part of the work of the + FreeType Team, in the distribution documentation. We also + encourage you to put an URL to the FreeType web page in your + documentation, though this isn't mandatory. + + These conditions apply to any software derived from or based on + the FreeType Project, not just the unmodified files. If you use + our work, you must acknowledge us. However, no fee need be paid + to us. + +3. Advertising +-------------- + + Neither the FreeType authors and contributors nor you shall use + the name of the other for commercial, advertising, or promotional + purposes without specific prior written permission. + + We suggest, but do not require, that you use one or more of the + following phrases to refer to this software in your documentation + or advertising materials: `FreeType Project', `FreeType Engine', + `FreeType library', or `FreeType Distribution'. + + As you have not signed this license, you are not required to + accept it. However, as the FreeType Project is copyrighted + material, only this license, or another one contracted with the + authors, grants you the right to use, distribute, and modify it. + Therefore, by using, distributing, or modifying the FreeType + Project, you indicate that you understand and accept all the terms + of this license. + +4. Contacts +----------- + + There are two mailing lists related to FreeType: + + o freetype@nongnu.org + + Discusses general use and applications of FreeType, as well as + future and wanted additions to the library and distribution. + If you are looking for support, start in this list if you + haven't found anything to help you in the documentation. + + o freetype-devel@nongnu.org + + Discusses bugs, as well as engine internals, design issues, + specific licenses, porting, etc. + + Our home page can be found at + + https://www.freetype.org + + +--- end of FTL.TXT --- + +The following license details are part of `src/bdf/README`: + +``` +License +******* + +Copyright (C) 2001-2002 by Francesco Zappa Nardelli + +Permission is hereby granted, free of charge, to any person obtaining +a copy of this software and associated documentation files (the +"Software"), to deal in the Software without restriction, including +without limitation the rights to use, copy, modify, merge, publish, +distribute, sublicense, and/or sell copies of the Software, and to +permit persons to whom the Software is furnished to do so, subject to +the following conditions: + +The above copyright notice and this permission notice shall be +included in all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, +EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. +IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY +CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, +TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE +SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +*** Portions of the driver (that is, bdflib.c and bdf.h): + +Copyright 2000 Computing Research Labs, New Mexico State University +Copyright 2001-2002, 2011 Francesco Zappa Nardelli + +Permission is hereby granted, free of charge, to any person obtaining a +copy of this software and associated documentation files (the "Software"), +to deal in the Software without restriction, including without limitation +the rights to use, copy, modify, merge, publish, distribute, sublicense, +and/or sell copies of the Software, and to permit persons to whom the +Software is furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in +all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL +THE COMPUTING RESEARCH LAB OR NEW MEXICO STATE UNIVERSITY BE LIABLE FOR ANY +CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT +OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR +THE USE OR OTHER DEALINGS IN THE SOFTWARE. + + +Credits +******* + +This driver is based on excellent Mark Leisher's bdf library. If you +find something good in this driver you should probably thank him, not +me. +``` + +The following license details are part of `src/pcf/README`: + +``` +License +******* + +Copyright (C) 2000 by Francesco Zappa Nardelli + +Permission is hereby granted, free of charge, to any person obtaining +a copy of this software and associated documentation files (the +"Software"), to deal in the Software without restriction, including +without limitation the rights to use, copy, modify, merge, publish, +distribute, sublicense, and/or sell copies of the Software, and to +permit persons to whom the Software is furnished to do so, subject to +the following conditions: + +The above copyright notice and this permission notice shall be +included in all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, +EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. +IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY +CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, +TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE +SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + + +Credits +******* + +Keith Packard wrote the pcf driver found in XFree86. His work is at +the same time the specification and the sample implementation of the +PCF format. Undoubtedly, this driver is inspired from his work. +``` + + +---- + +HARFBUZZ + +HarfBuzz is licensed under the so-called "Old MIT" license. Details follow. +For parts of HarfBuzz that are licensed under different licenses see individual +files names COPYING in subdirectories where applicable. + +Copyright © 2010-2022 Google, Inc. +Copyright © 2015-2020 Ebrahim Byagowi +Copyright © 2019,2020 Facebook, Inc. +Copyright © 2012,2015 Mozilla Foundation +Copyright © 2011 Codethink Limited +Copyright © 2008,2010 Nokia Corporation and/or its subsidiary(-ies) +Copyright © 2009 Keith Stribley +Copyright © 2011 Martin Hosken and SIL International +Copyright © 2007 Chris Wilson +Copyright © 2005,2006,2020,2021,2022,2023 Behdad Esfahbod +Copyright © 2004,2007,2008,2009,2010,2013,2021,2022,2023 Red Hat, Inc. +Copyright © 1998-2005 David Turner and Werner Lemberg +Copyright © 2016 Igalia S.L. +Copyright © 2022 Matthias Clasen +Copyright © 2018,2021 Khaled Hosny +Copyright © 2018,2019,2020 Adobe, Inc +Copyright © 2013-2015 Alexei Podtelezhnikov + +For full copyright notices consult the individual files in the package. + + +Permission is hereby granted, without written agreement and without +license or royalty fees, to use, copy, modify, and distribute this +software and its documentation for any purpose, provided that the +above copyright notice and the following two paragraphs appear in +all copies of this software. + +IN NO EVENT SHALL THE COPYRIGHT HOLDER BE LIABLE TO ANY PARTY FOR +DIRECT, INDIRECT, SPECIAL, INCIDENTAL, OR CONSEQUENTIAL DAMAGES +ARISING OUT OF THE USE OF THIS SOFTWARE AND ITS DOCUMENTATION, EVEN +IF THE COPYRIGHT HOLDER HAS BEEN ADVISED OF THE POSSIBILITY OF SUCH +DAMAGE. + +THE COPYRIGHT HOLDER SPECIFICALLY DISCLAIMS ANY WARRANTIES, INCLUDING, +BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND +FITNESS FOR A PARTICULAR PURPOSE. THE SOFTWARE PROVIDED HEREUNDER IS +ON AN "AS IS" BASIS, AND THE COPYRIGHT HOLDER HAS NO OBLIGATION TO +PROVIDE MAINTENANCE, SUPPORT, UPDATES, ENHANCEMENTS, OR MODIFICATIONS. + + +---- + +LCMS2 + +Little CMS +Copyright (c) 1998-2020 Marti Maria Saguer + +Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + + +---- + +LIBAVIF + +Copyright 2019 Joe Drago. All rights reserved. + +Redistribution and use in source and binary forms, with or without +modification, are permitted provided that the following conditions are met: + +1. Redistributions of source code must retain the above copyright notice, this +list of conditions and the following disclaimer. + +2. 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IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE +FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL +DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR +SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER +CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, +OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE +OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + +------------------------------------------------------------------------------ + +Files: src/obu.c + +Copyright © 2018-2019, VideoLAN and dav1d authors +All rights reserved. + +Redistribution and use in source and binary forms, with or without +modification, are permitted provided that the following conditions are met: + +1. Redistributions of source code must retain the above copyright notice, this + list of conditions and the following disclaimer. + +2. 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If you use it in a + program, you must acknowledge somewhere in your documentation that + you've used the IJG code. + +In legalese: + +The authors make NO WARRANTY or representation, either express or implied, +with respect to this software, its quality, accuracy, merchantability, or +fitness for a particular purpose. This software is provided "AS IS", and you, +its user, assume the entire risk as to its quality and accuracy. + +This software is copyright (C) 1991-2013, Thomas G. Lane, Guido Vollbeding. +All Rights Reserved except as specified below. + +Permission is hereby granted to use, copy, modify, and distribute this +software (or portions thereof) for any purpose, without fee, subject to these +conditions: +(1) If any part of the source code for this software is distributed, then this +README file must be included, with this copyright and no-warranty notice +unaltered; and any additions, deletions, or changes to the original files +must be clearly indicated in accompanying documentation. +(2) If only executable code is distributed, then the accompanying +documentation must state that "this software is based in part on the work of +the Independent JPEG Group". +(3) Permission for use of this software is granted only if the user accepts +full responsibility for any undesirable consequences; the authors accept +NO LIABILITY for damages of any kind. + +These conditions apply to any software derived from or based on the IJG code, +not just to the unmodified library. 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All rights reserved. + +Redistribution and use in source and binary forms, with or without +modification, are permitted provided that the following conditions are +met: + + * Redistributions of source code must retain the above copyright + notice, this list of conditions and the following disclaimer. + + * Redistributions in binary form must reproduce the above copyright + notice, this list of conditions and the following disclaimer in + the documentation and/or other materials provided with the + distribution. + + * Neither the name of Google nor the names of its contributors may + be used to endorse or promote products derived from this software + without specific prior written permission. + +THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS +"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT +LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR +A PARTICULAR PURPOSE ARE DISCLAIMED. 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If you use it in a + program, you must acknowledge somewhere in your documentation that + you've used the IJG code. + +In legalese: + +The authors make NO WARRANTY or representation, either express or implied, +with respect to this software, its quality, accuracy, merchantability, or +fitness for a particular purpose. This software is provided "AS IS", and you, +its user, assume the entire risk as to its quality and accuracy. + +This software is copyright (C) 1991-2020, Thomas G. Lane, Guido Vollbeding. +All Rights Reserved except as specified below. + +Permission is hereby granted to use, copy, modify, and distribute this +software (or portions thereof) for any purpose, without fee, subject to these +conditions: +(1) If any part of the source code for this software is distributed, then this +README file must be included, with this copyright and no-warranty notice +unaltered; and any additions, deletions, or changes to the original files +must be clearly indicated in accompanying documentation. +(2) If only executable code is distributed, then the accompanying +documentation must state that "this software is based in part on the work of +the Independent JPEG Group". +(3) Permission for use of this software is granted only if the user accepts +full responsibility for any undesirable consequences; the authors accept +NO LIABILITY for damages of any kind. + +These conditions apply to any software derived from or based on the IJG code, +not just to the unmodified library. If you use our work, you ought to +acknowledge us. + +Permission is NOT granted for the use of any IJG author's name or company name +in advertising or publicity relating to this software or products derived from +it. This software may be referred to only as "the Independent JPEG Group's +software". + +We specifically permit and encourage the use of this software as the basis of +commercial products, provided that all warranty or liability claims are +assumed by the product vendor. + + +---- + +LIBLZMA + +XZ Utils Licensing +================== + + Different licenses apply to different files in this package. Here + is a rough summary of which licenses apply to which parts of this + package (but check the individual files to be sure!): + + - liblzma is in the public domain. + + - xz, xzdec, and lzmadec command line tools are in the public + domain unless GNU getopt_long had to be compiled and linked + in from the lib directory. The getopt_long code is under + GNU LGPLv2.1+. + + - The scripts to grep, diff, and view compressed files have been + adapted from gzip. These scripts and their documentation are + under GNU GPLv2+. + + - All the documentation in the doc directory and most of the + XZ Utils specific documentation files in other directories + are in the public domain. + + - Translated messages are in the public domain. + + - The build system contains public domain files, and files that + are under GNU GPLv2+ or GNU GPLv3+. None of these files end up + in the binaries being built. + + - Test files and test code in the tests directory, and debugging + utilities in the debug directory are in the public domain. + + - The extra directory may contain public domain files, and files + that are under various free software licenses. + + You can do whatever you want with the files that have been put into + the public domain. If you find public domain legally problematic, + take the previous sentence as a license grant. If you still find + the lack of copyright legally problematic, you have too many + lawyers. + + As usual, this software is provided "as is", without any warranty. + + If you copy significant amounts of public domain code from XZ Utils + into your project, acknowledging this somewhere in your software is + polite (especially if it is proprietary, non-free software), but + naturally it is not legally required. Here is an example of a good + notice to put into "about box" or into documentation: + + This software includes code from XZ Utils . + + The following license texts are included in the following files: + - COPYING.LGPLv2.1: GNU Lesser General Public License version 2.1 + - COPYING.GPLv2: GNU General Public License version 2 + - COPYING.GPLv3: GNU General Public License version 3 + + Note that the toolchain (compiler, linker etc.) may add some code + pieces that are copyrighted. Thus, it is possible that e.g. liblzma + binary wouldn't actually be in the public domain in its entirety + even though it contains no copyrighted code from the XZ Utils source + package. + + If you have questions, don't hesitate to ask the author(s) for more + information. + + +---- + +LIBPNG + +COPYRIGHT NOTICE, DISCLAIMER, and LICENSE +========================================= + +PNG Reference Library License version 2 +--------------------------------------- + + * Copyright (c) 1995-2022 The PNG Reference Library Authors. + * Copyright (c) 2018-2022 Cosmin Truta. + * Copyright (c) 2000-2002, 2004, 2006-2018 Glenn Randers-Pehrson. + * Copyright (c) 1996-1997 Andreas Dilger. + * Copyright (c) 1995-1996 Guy Eric Schalnat, Group 42, Inc. + +The software is supplied "as is", without warranty of any kind, +express or implied, including, without limitation, the warranties +of merchantability, fitness for a particular purpose, title, and +non-infringement. In no event shall the Copyright owners, or +anyone distributing the software, be liable for any damages or +other liability, whether in contract, tort or otherwise, arising +from, out of, or in connection with the software, or the use or +other dealings in the software, even if advised of the possibility +of such damage. + +Permission is hereby granted to use, copy, modify, and distribute +this software, or portions hereof, for any purpose, without fee, +subject to the following restrictions: + + 1. The origin of this software must not be misrepresented; you + must not claim that you wrote the original software. If you + use this software in a product, an acknowledgment in the product + documentation would be appreciated, but is not required. + + 2. Altered source versions must be plainly marked as such, and must + not be misrepresented as being the original software. + + 3. This Copyright notice may not be removed or altered from any + source or altered source distribution. + + +PNG Reference Library License version 1 (for libpng 0.5 through 1.6.35) +----------------------------------------------------------------------- + +libpng versions 1.0.7, July 1, 2000, through 1.6.35, July 15, 2018 are +Copyright (c) 2000-2002, 2004, 2006-2018 Glenn Randers-Pehrson, are +derived from libpng-1.0.6, and are distributed according to the same +disclaimer and license as libpng-1.0.6 with the following individuals +added to the list of Contributing Authors: + + Simon-Pierre Cadieux + Eric S. Raymond + Mans Rullgard + Cosmin Truta + Gilles Vollant + James Yu + Mandar Sahastrabuddhe + Google Inc. + Vadim Barkov + +and with the following additions to the disclaimer: + + There is no warranty against interference with your enjoyment of + the library or against infringement. 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Apache License Version 2.0, January 2004 @@ -5935,7 +7086,7 @@ SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. same "printed page" as the copyright notice for easier identification within third-party archives. - Copyright [yyyy] [name of copyright owner] + Copyright 2017, The TensorFlow Authors. Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. @@ -5951,123 +7102,40 @@ SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. -### external/org_mozilla_bleach/LICENSE - -Copyright (c) 2014-2017, Mozilla Foundation - -Licensed under the Apache License, Version 2.0 (the "License"); -you may not use this file except in compliance with the License. -You may obtain a copy of the License at - - http://www.apache.org/licenses/LICENSE-2.0 - -Unless required by applicable law or agreed to in writing, software -distributed under the License is distributed on an "AS IS" BASIS, -WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -See the License for the specific language governing permissions and -limitations under the License. - - - -### external/org_html5lib/LICENSE - -Copyright (c) 2006-2013 James Graham and other contributors - -Permission is hereby granted, free of charge, to any person obtaining -a copy of this software and associated documentation files (the -"Software"), to deal in the Software without restriction, including -without limitation the rights to use, copy, modify, merge, publish, -distribute, sublicense, and/or sell copies of the Software, and to -permit persons to whom the Software is furnished to do so, subject to -the following conditions: - -The above copyright notice and this permission notice shall be -included in all copies or substantial portions of the Software. - -THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, -EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF -MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND -NONINFRINGEMENT. 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The project versioning records all such -contribution and copyright details. If a contributor wants to further mark -their specific copyright on a particular contribution, they should indicate -their copyright solely in the commit message of the change when it is -committed. +Unless required by applicable law or agreed to in writing, software +distributed under the License is distributed on an "AS IS" BASIS, +WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +See the License for the specific language governing permissions and +limitations under the License. -LICENSE + + +### external/org_pythonhosted_webencodings/LICENSE + +Copyright (c) 2012 by Simon Sapin. + +Some rights reserved. Redistribution and use in source and binary forms, with or without -modification, are permitted provided that the following conditions are met: +modification, are permitted provided that the following conditions are +met: -1. Redistributions of source code must retain the above copyright notice, this - list of conditions and the following disclaimer. + * Redistributions of source code must retain the above copyright + notice, this list of conditions and the following disclaimer. + + * Redistributions in binary form must reproduce the above + copyright notice, this list of conditions and the following + disclaimer in the documentation and/or other materials provided + with the distribution. + + * The names of the contributors may not be used to endorse or + promote products derived from this software without specific + prior written permission. + +THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS +"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT +LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR +A PARTICULAR PURPOSE ARE DISCLAIMED. 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IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN +THE SOFTWARE. -2. Redistributions in binary form must reproduce the above copyright notice, - this list of conditions and the following disclaimer in the documentation - and/or other materials provided with the distribution. - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND - ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED - WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE - DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR - ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES - (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; - LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND - ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT - (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS - SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. - -CONTRIBUTION AGREEMENT - -By contributing to the BVLC/caffe repository through pull-request, comment, -or otherwise, the contributor releases their content to the -license and copyright terms herein. - -tensorflow-estimator -2.9.0 +tensorboard-data-server +0.7.2 Apache Software License UNKNOWN -tensorflow-io-gcs-filesystem -0.34.0 +tensorflow +2.20.0 Apache Software License + Apache License Version 2.0, January 2004 - http://www.apache.org/licenses/ + https://www.apache.org/licenses/ TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION @@ -6522,7 +7622,7 @@ Apache Software License you may not use this file except in compliance with the License. You may obtain a copy of the License at - http://www.apache.org/licenses/LICENSE-2.0 + https://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, @@ -6531,9 +7631,10 @@ Apache Software License limitations under the License. + termcolor -2.3.0 -MIT License +3.1.0 +MIT Copyright (c) 2008-2011 Volvox Development Team Permission is hereby granted, free of charge, to any person obtaining a copy @@ -6561,12 +7662,12 @@ MIT License UNKNOWN thrift -0.20.0 +0.22.0 Apache License 2.0 UNKNOWN tornado -6.2 +6.5.2 Apache Software License Apache License @@ -6772,9 +7873,9 @@ Apache Software License limitations under the License. -typing-extensions -4.7.1 -Python Software Foundation License +typing_extensions +4.15.0 +PSF-2.0 A. HISTORY OF THE SOFTWARE ========================== @@ -7057,11 +8158,11 @@ PERFORMANCE OF THIS SOFTWARE. urllib3 -1.26.18 -MIT License +2.5.0 +MIT MIT License -Copyright (c) 2008-2020 Andrey Petrov and contributors (see CONTRIBUTORS.txt) +Copyright (c) 2008-2020 Andrey Petrov and contributors. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -7083,9 +8184,8 @@ SOFTWARE. wrapt -1.16.0 -BSD License -Copyright (c) 2013-2023, Graham Dumpleton +2.0.0 +Copyright (c) 2013-2025, Graham Dumpleton All rights reserved. Redistribution and use in source and binary forms, with or without @@ -7110,28 +8210,29 @@ CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. +Copyright (c) 2013-2025, Graham Dumpleton +All rights reserved. -zipp -3.15.0 -MIT License -Copyright Jason R. Coombs +Redistribution and use in source and binary forms, with or without +modification, are permitted provided that the following conditions are met: -Permission is hereby granted, free of charge, to any person obtaining a copy -of this software and associated documentation files (the "Software"), to -deal in the Software without restriction, including without limitation the -rights to use, copy, modify, merge, publish, distribute, sublicense, and/or -sell copies of the Software, and to permit persons to whom the Software is -furnished to do so, subject to the following conditions: +* Redistributions of source code must retain the above copyright notice, this + list of conditions and the following disclaimer. -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. +* Redistributions in binary form must reproduce the above copyright notice, + this list of conditions and the following disclaimer in the documentation + and/or other materials provided with the distribution. -THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE -AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER -LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING -FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS -IN THE SOFTWARE. +THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" +AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE +IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE +ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE +LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR +CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF +SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS +INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN +CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) +ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE +POSSIBILITY OF SUCH DAMAGE. diff --git a/python/licenses/license_info.csv b/python/licenses/license_info.csv index 87282138b2..64bba7d1c9 100644 --- a/python/licenses/license_info.csv +++ b/python/licenses/license_info.csv @@ -1,66 +1,85 @@ "Name","Version","License" -"Flask","2.2.5","BSD License" -"Flask-Cors","3.0.10","MIT License" -"Flask-OpenTracing","1.1.0","BSD License" -"Keras-Preprocessing","1.1.2","MIT License" -"Markdown","3.4.4","BSD License" -"MarkupSafe","2.1.5","BSD License" -"PyYAML","6.0.1","MIT License" -"Werkzeug","2.2.3","BSD License" -"absl-py","2.1.0","Apache Software License" +"Flask","3.1.1","BSD-3-Clause" +"Flask-OpenTracing","2.0.0","BSD License" +"Jinja2","3.1.6","BSD License" +"Markdown","3.9","BSD-3-Clause" +"MarkupSafe","3.0.3","BSD-3-Clause" +"PyYAML","6.0.3","MIT License" +"Pygments","2.19.2","BSD License" +"Werkzeug","3.1.3","BSD License" +"absl-py","2.3.1","Apache-2.0" "astunparse","1.6.3","BSD License" -"attrs","23.2.0","MIT License" -"cachetools","5.3.3","MIT License" -"certifi","2024.2.2","Mozilla Public License 2.0 (MPL 2.0)" -"cffi","1.15.1","MIT License" -"charset-normalizer","3.3.2","MIT License" -"click","8.0.4","BSD License" -"cryptography","41.0.7","Apache Software License; BSD License" -"flatbuffers","1.12","Apache Software License" -"gast","0.4.0","BSD License" -"google-auth","2.29.0","Apache Software License" -"google-auth-oauthlib","0.4.6","Apache Software License" +"attrs","25.4.0","MIT" +"blinker","1.9.0","MIT License" +"certifi","2025.10.5","Mozilla Public License 2.0 (MPL 2.0)" +"cffi","2.0.0","MIT" +"charset-normalizer","3.4.4","MIT" +"click","8.3.0","BSD-3-Clause" +"cryptography","46.0.3","Apache-2.0 OR BSD-3-Clause" +"flask-cors","6.0.1","UNKNOWN" +"flatbuffers","25.9.23","Apache Software License" +"gast","0.6.0","BSD License" "google-pasta","0.2.0","Apache Software License" -"grpcio","1.62.2","Apache Software License" +"grpcio","1.75.1","Apache Software License" "grpcio-opentracing","1.1.4","Apache Software License" -"grpcio-reflection","1.48.2","Apache Software License" -"gunicorn","20.1.0","MIT License" -"h5py","3.8.0","BSD License" -"idna","3.7","BSD License" -"importlib-metadata","4.13.0","Apache Software License" -"itsdangerous","2.1.2","BSD License" -"jaeger-client","4.4.0","Apache Software License" -"jinja2","3.1.4","BSD License" -"jsonschema","3.2.0","MIT License" -"keras","2.9.0","Apache Software License" +"grpcio-reflection","1.59.0","Apache Software License" +"gunicorn","23.0.0","MIT License" +"h5py","3.15.1","BSD-3-Clause" +"idna","3.11","BSD-3-Clause" +"itsdangerous","2.2.0","BSD License" +"jaeger-client","4.8.0","Apache Software License" +"jsonschema","4.2.0","MIT License" +"keras","3.11.3","Apache License 2.0" "libclang","18.1.1","Apache Software License" -"numpy","1.21.6","BSD License" -"oauthlib","3.2.2","BSD License" +"markdown-it-py","4.0.0","MIT License" +"mdurl","0.1.2","MIT License" +"ml_dtypes","0.5.3","Apache-2.0" +"namex","0.1.0","UNKNOWN" +"numpy","2.2.6","BSD License" "opentracing","2.4.0","Apache Software License" -"opt-einsum","3.3.0","MIT" -"packaging","24.0","Apache Software License; BSD License" -"prometheus-client","0.8.0","Apache Software License" -"protobuf","3.20.3","BSD-3-Clause" -"pyasn1","0.5.1","BSD License" -"pyasn1-modules","0.3.0","BSD License" -"pycparser","2.21","BSD License" -"pyrsistent","0.19.3","MIT License" -"requests","2.31.0","Apache Software License" -"requests-oauthlib","2.0.0","BSD License" -"rsa","4.9","Apache Software License" +"opt_einsum","3.4.0","MIT" +"optree","0.17.0","Apache-2.0" +"packaging","25.0","Apache Software License; BSD License" +"pillow","12.0.0","MIT-CMU" +"prometheus_client","0.23.1","Apache-2.0 AND BSD-2-Clause" +"protobuf","5.29.5","3-Clause BSD License" +"pycparser","2.23","BSD License" +"pyrsistent","0.20.0","MIT License" +"requests","2.32.5","Apache Software License" +"rich","14.2.0","MIT License" "seldon-core","1.19.0.dev0","Business Source License 1.1" -"six","1.16.0","MIT License" -"tensorboard","2.9.0","Apache Software License" -"tensorboard-data-server","0.6.1","Apache Software License" -"tensorboard-plugin-wit","1.8.1","Apache 2.0" -"tensorflow","2.9.0","Apache Software License" -"tensorflow-estimator","2.9.0","Apache Software License" -"tensorflow-io-gcs-filesystem","0.34.0","Apache Software License" -"termcolor","2.3.0","MIT License" +"six","1.17.0","MIT License" +"tensorboard","2.20.0","Apache Software License" +"tensorboard-data-server","0.7.2","Apache Software License" +"tensorflow","2.20.0","Apache Software License" +"termcolor","3.1.0","MIT" "threadloop","1.0.2","MIT License" -"thrift","0.20.0","Apache License 2.0" -"tornado","6.2","Apache Software License" -"typing-extensions","4.7.1","Python Software Foundation License" -"urllib3","1.26.18","MIT License" -"wrapt","1.16.0","BSD License" -"zipp","3.15.0","MIT License" \ No newline at end of file +"thrift","0.22.0","Apache License 2.0" +"tornado","6.5.2","Apache Software License" +"typing_extensions","4.15.0","PSF-2.0" +"urllib3","2.5.0","MIT" +"wrapt","2.0.0","Copyright (c) 2013-2025, Graham Dumpleton +All rights reserved. + +Redistribution and use in source and binary forms, with or without +modification, are permitted provided that the following conditions are met: + +* Redistributions of source code must retain the above copyright notice, this + list of conditions and the following disclaimer. + +* Redistributions in binary form must reproduce the above copyright notice, + this list of conditions and the following disclaimer in the documentation + and/or other materials provided with the distribution. + +THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS ""AS IS"" +AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE +IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE +ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE +LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR +CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF +SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS +INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN +CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) +ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE +POSSIBILITY OF SUCH DAMAGE. +" diff --git a/python/licenses/license_info.no_versions.csv b/python/licenses/license_info.no_versions.csv index e74b4cbfc5..438f9a056c 100644 --- a/python/licenses/license_info.no_versions.csv +++ b/python/licenses/license_info.no_versions.csv @@ -1,66 +1,85 @@ "Name","License" -"Flask","BSD License" -"Flask-Cors","MIT License" +"Flask","BSD-3-Clause" "Flask-OpenTracing","BSD License" -"Keras-Preprocessing","MIT License" -"Markdown","BSD License" -"MarkupSafe","BSD License" +"Jinja2","BSD License" +"Markdown","BSD-3-Clause" +"MarkupSafe","BSD-3-Clause" "PyYAML","MIT License" +"Pygments","BSD License" "Werkzeug","BSD License" -"absl-py","Apache Software License" +"absl-py","Apache-2.0" "astunparse","BSD License" -"attrs","MIT License" -"cachetools","MIT License" +"attrs","MIT" +"blinker","MIT License" "certifi","Mozilla Public License 2.0 (MPL 2.0)" -"cffi","MIT License" -"charset-normalizer","MIT License" -"click","BSD License" -"cryptography","Apache Software License; BSD License" +"cffi","MIT" +"charset-normalizer","MIT" +"click","BSD-3-Clause" +"cryptography","Apache-2.0 OR BSD-3-Clause" +"flask-cors","UNKNOWN" "flatbuffers","Apache Software License" "gast","BSD License" -"google-auth","Apache Software License" -"google-auth-oauthlib","Apache Software License" "google-pasta","Apache Software License" "grpcio","Apache Software License" "grpcio-opentracing","Apache Software License" "grpcio-reflection","Apache Software License" "gunicorn","MIT License" -"h5py","BSD License" -"idna","BSD License" -"importlib-metadata","Apache Software License" +"h5py","BSD-3-Clause" +"idna","BSD-3-Clause" "itsdangerous","BSD License" "jaeger-client","Apache Software License" -"jinja2","BSD License" "jsonschema","MIT License" -"keras","Apache Software License" +"keras","Apache License 2.0" "libclang","Apache Software License" +"markdown-it-py","MIT License" +"mdurl","MIT License" +"ml_dtypes","Apache-2.0" +"namex","UNKNOWN" "numpy","BSD License" -"oauthlib","BSD License" "opentracing","Apache Software License" -"opt-einsum","MIT" +"opt_einsum","MIT" +"optree","Apache-2.0" "packaging","Apache Software License; BSD License" -"prometheus-client","Apache Software License" -"protobuf","BSD-3-Clause" -"pyasn1","BSD License" -"pyasn1-modules","BSD License" +"pillow","MIT-CMU" +"prometheus_client","Apache-2.0 AND BSD-2-Clause" +"protobuf","3-Clause BSD License" "pycparser","BSD License" "pyrsistent","MIT License" "requests","Apache Software License" -"requests-oauthlib","BSD License" -"rsa","Apache Software License" +"rich","MIT License" "seldon-core","Business Source License 1.1" "six","MIT License" "tensorboard","Apache Software License" "tensorboard-data-server","Apache Software License" -"tensorboard-plugin-wit","Apache 2.0" "tensorflow","Apache Software License" -"tensorflow-estimator","Apache Software License" -"tensorflow-io-gcs-filesystem","Apache Software License" -"termcolor","MIT License" +"termcolor","MIT" "threadloop","MIT License" "thrift","Apache License 2.0" "tornado","Apache Software License" -"typing-extensions","Python Software Foundation License" -"urllib3","MIT License" -"wrapt","BSD License" -"zipp","MIT License" +"typing_extensions","PSF-2.0" +"urllib3","MIT" +"wrapt","Copyright (c) 2013-2025 +All rights reserved. + +Redistribution and use in source and binary forms +modification + +* Redistributions of source code must retain the above copyright notice + list of conditions and the following disclaimer. + +* Redistributions in binary form must reproduce the above copyright notice + this list of conditions and the following disclaimer in the documentation + and/or other materials provided with the distribution. + +THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS ""AS IS"" +AND ANY EXPRESS OR IMPLIED WARRANTIES, BUT NOT LIMITED TO +IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE +ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE +LIABLE FOR ANY DIRECT, INCIDENTAL +CONSEQUENTIAL DAMAGES (INCLUDING, PROCUREMENT OF +SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, OR PROFITS; OR BUSINESS +INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY +CONTRACT, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) +ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE +POSSIBILITY OF SUCH DAMAGE. +" diff --git a/python/requirements-dev.txt b/python/requirements-dev.txt index e08dbc257d..4c928b18ca 100644 --- a/python/requirements-dev.txt +++ b/python/requirements-dev.txt @@ -1,17 +1,27 @@ -# Test and linters -black==21.7b0 -coverage==5.4 # 2nd lvl dep on cov required to avoid sqllite dep -flake8==5.0.4 -grpcio-tools==1.37.1 -isort==5.9.0 -mypy-protobuf==2.4 -mypy<0.791 -pandas==1.1.0 # used in serving_test_gen -pillow==8.1.1 -pip-licenses==3.4.0 # fetch licenses -pytest-cov==2.10.1 -pytest==6.2.2 -pytest-mock==3.6.1 -tenacity==6.3.1 # tenacity - used for smart retrying -nbqa==1.1.0 -tox<4.0.0 +# === Formatting & Style === +black==24.10.0 # Latest stable; supports Python 3.10+ +isort==5.13.2 # Compatible with modern Black configs +flake8==7.1.1 # Updated linter engine + +# === Type Checking === +mypy==1.18.2 # Actively maintained type checker +mypy-protobuf==3.6.0 # Works with newer mypy versions + +# === Testing === +pytest==8.4.2 # Modern pytest with py3.10+ support +pytest-cov==7.0.0 # Compatible with coverage>=7 +pytest-mock==3.15.1 # For pytest>=8 +coverage==7.10.7 # Works with pytest-cov 5.x + +# === Utilities === +tenacity==9.1.2 # Smart retries +tox==4.31.0 # Modern tox (new core + config) +nbqa==1.9.1 # Run linters/formatters on notebooks +pip-licenses==5.0.0 # Fetch OSS licenses + +# === Data & ML Related (for test_gen etc.) === +pandas==2.3.3 # Modern release; requires numpy>=1.23 +pillow==11.3.0 # Stable, supports Python 3.10+ +grpcio-tools==1.70.0 # Prebuilt wheels for all py3.10+ +conda==3.5.0 +pip-audit==2.9.0 \ No newline at end of file diff --git a/python/seldon_core/env_utils.py b/python/seldon_core/env_utils.py index 4107b96467..3b1e021d0b 100644 --- a/python/seldon_core/env_utils.py +++ b/python/seldon_core/env_utils.py @@ -1,6 +1,7 @@ """ Utilities to deal with Environment variables """ + import json import os diff --git a/python/seldon_core/proto/prediction_pb2.py b/python/seldon_core/proto/prediction_pb2.py index 29ed555266..bec47b6f7c 100644 --- a/python/seldon_core/proto/prediction_pb2.py +++ b/python/seldon_core/proto/prediction_pb2.py @@ -1,11 +1,22 @@ # -*- coding: utf-8 -*- # Generated by the protocol buffer compiler. DO NOT EDIT! +# NO CHECKED-IN PROTOBUF GENCODE # source: proto/prediction.proto +# Protobuf Python Version: 5.29.0 """Generated protocol buffer code.""" from google.protobuf import descriptor as _descriptor -from google.protobuf import message as _message -from google.protobuf import reflection as _reflection +from google.protobuf import descriptor_pool as _descriptor_pool +from google.protobuf import runtime_version as _runtime_version from google.protobuf import symbol_database as _symbol_database +from google.protobuf.internal import builder as _builder +_runtime_version.ValidateProtobufRuntimeVersion( + _runtime_version.Domain.PUBLIC, + 5, + 29, + 0, + '', + 'proto/prediction.proto' +) # @@protoc_insertion_point(imports) _sym_db = _symbol_database.Default() @@ -17,1487 +28,84 @@ from seldon_core.proto.tensorflow.core.framework import tensor_pb2 as tensorflow_dot_core_dot_framework_dot_tensor__pb2 -DESCRIPTOR = _descriptor.FileDescriptor( - name='proto/prediction.proto', - 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file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='status', full_name='seldon.protos.Status.status', index=3, - number=4, type=14, cpp_type=8, label=1, - has_default_value=False, default_value=0, - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - ], - extensions=[ - ], - nested_types=[], - enum_types=[ - _STATUS_STATUSFLAG, - ], - serialized_options=None, - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=1361, - serialized_end=1503, -) - - -_FEEDBACK = _descriptor.Descriptor( - name='Feedback', - full_name='seldon.protos.Feedback', - filename=None, - file=DESCRIPTOR, - containing_type=None, - create_key=_descriptor._internal_create_key, - fields=[ - _descriptor.FieldDescriptor( - name='request', full_name='seldon.protos.Feedback.request', index=0, - number=1, type=11, cpp_type=10, label=1, - has_default_value=False, default_value=None, - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='response', full_name='seldon.protos.Feedback.response', index=1, - number=2, type=11, cpp_type=10, label=1, - has_default_value=False, default_value=None, - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='reward', full_name='seldon.protos.Feedback.reward', index=2, - number=3, type=2, cpp_type=6, label=1, - has_default_value=False, default_value=float(0), - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='truth', full_name='seldon.protos.Feedback.truth', index=3, - number=4, type=11, cpp_type=10, label=1, - has_default_value=False, default_value=None, - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - ], - extensions=[ - ], - nested_types=[], - enum_types=[ - ], - serialized_options=None, - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=1506, - serialized_end=1672, -) - - -_REQUESTRESPONSE = _descriptor.Descriptor( - name='RequestResponse', - full_name='seldon.protos.RequestResponse', - filename=None, - file=DESCRIPTOR, - containing_type=None, - create_key=_descriptor._internal_create_key, - fields=[ - _descriptor.FieldDescriptor( - name='request', full_name='seldon.protos.RequestResponse.request', index=0, - number=1, type=11, cpp_type=10, label=1, - has_default_value=False, default_value=None, - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='response', full_name='seldon.protos.RequestResponse.response', index=1, - number=2, type=11, cpp_type=10, label=1, - has_default_value=False, default_value=None, - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - ], - extensions=[ - ], - nested_types=[], - enum_types=[ - ], - serialized_options=None, - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=1674, - serialized_end=1786, -) - - -_SELDONMODELMETADATAREQUEST = _descriptor.Descriptor( - name='SeldonModelMetadataRequest', - full_name='seldon.protos.SeldonModelMetadataRequest', - filename=None, - file=DESCRIPTOR, - containing_type=None, - create_key=_descriptor._internal_create_key, - fields=[ - _descriptor.FieldDescriptor( - name='name', full_name='seldon.protos.SeldonModelMetadataRequest.name', index=0, - number=1, type=9, cpp_type=9, label=1, - has_default_value=False, default_value=b"".decode('utf-8'), - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - ], - extensions=[ - ], - nested_types=[], - enum_types=[ - ], - serialized_options=None, - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=1788, - serialized_end=1830, -) - - -_SELDONMESSAGEMETADATA = _descriptor.Descriptor( - name='SeldonMessageMetadata', - full_name='seldon.protos.SeldonMessageMetadata', - filename=None, - file=DESCRIPTOR, - containing_type=None, - create_key=_descriptor._internal_create_key, - fields=[ - _descriptor.FieldDescriptor( - name='messagetype', full_name='seldon.protos.SeldonMessageMetadata.messagetype', index=0, - number=1, type=9, cpp_type=9, label=1, - has_default_value=False, default_value=b"".decode('utf-8'), - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='schema', full_name='seldon.protos.SeldonMessageMetadata.schema', index=1, - number=2, type=11, cpp_type=10, label=1, - has_default_value=False, default_value=None, - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='name', full_name='seldon.protos.SeldonMessageMetadata.name', index=2, - number=3, type=9, cpp_type=9, label=1, - has_default_value=False, default_value=b"".decode('utf-8'), - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='datatype', full_name='seldon.protos.SeldonMessageMetadata.datatype', index=3, - number=4, type=9, cpp_type=9, label=1, - has_default_value=False, default_value=b"".decode('utf-8'), - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='shape', full_name='seldon.protos.SeldonMessageMetadata.shape', index=4, - number=5, type=3, cpp_type=2, label=3, - has_default_value=False, default_value=[], - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - ], - extensions=[ - ], - nested_types=[], - enum_types=[ - ], - serialized_options=None, - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=1833, - serialized_end=1964, -) - - -_SELDONMODELMETADATA_CUSTOMENTRY = _descriptor.Descriptor( - name='CustomEntry', - full_name='seldon.protos.SeldonModelMetadata.CustomEntry', - filename=None, - file=DESCRIPTOR, - containing_type=None, - create_key=_descriptor._internal_create_key, - fields=[ - _descriptor.FieldDescriptor( - name='key', full_name='seldon.protos.SeldonModelMetadata.CustomEntry.key', index=0, - number=1, type=9, cpp_type=9, label=1, - has_default_value=False, default_value=b"".decode('utf-8'), - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='value', full_name='seldon.protos.SeldonModelMetadata.CustomEntry.value', index=1, - number=2, type=9, cpp_type=9, label=1, - has_default_value=False, default_value=b"".decode('utf-8'), - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - ], - extensions=[ - ], - nested_types=[], - enum_types=[ - ], - serialized_options=b'8\001', - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=2213, - serialized_end=2258, -) - -_SELDONMODELMETADATA = _descriptor.Descriptor( - name='SeldonModelMetadata', - full_name='seldon.protos.SeldonModelMetadata', - filename=None, - file=DESCRIPTOR, - containing_type=None, - create_key=_descriptor._internal_create_key, - fields=[ - _descriptor.FieldDescriptor( - name='name', full_name='seldon.protos.SeldonModelMetadata.name', index=0, - number=1, type=9, cpp_type=9, label=1, - has_default_value=False, default_value=b"".decode('utf-8'), - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='versions', full_name='seldon.protos.SeldonModelMetadata.versions', index=1, - number=2, type=9, cpp_type=9, label=3, - has_default_value=False, default_value=[], - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='platform', full_name='seldon.protos.SeldonModelMetadata.platform', index=2, - number=3, type=9, cpp_type=9, label=1, - has_default_value=False, default_value=b"".decode('utf-8'), - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='inputs', full_name='seldon.protos.SeldonModelMetadata.inputs', index=3, - number=4, type=11, cpp_type=10, label=3, - has_default_value=False, default_value=[], - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='outputs', full_name='seldon.protos.SeldonModelMetadata.outputs', index=4, - number=5, type=11, cpp_type=10, label=3, - has_default_value=False, default_value=[], - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='custom', full_name='seldon.protos.SeldonModelMetadata.custom', index=5, - number=6, type=11, cpp_type=10, label=3, - has_default_value=False, default_value=[], - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - ], - extensions=[ - ], - nested_types=[_SELDONMODELMETADATA_CUSTOMENTRY, ], - enum_types=[ - ], - serialized_options=None, - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=1967, - serialized_end=2258, -) - - -_SELDONGRAPHMETADATA_MODELSENTRY = _descriptor.Descriptor( - name='ModelsEntry', - full_name='seldon.protos.SeldonGraphMetadata.ModelsEntry', - filename=None, - file=DESCRIPTOR, - containing_type=None, - create_key=_descriptor._internal_create_key, - fields=[ - _descriptor.FieldDescriptor( - name='key', full_name='seldon.protos.SeldonGraphMetadata.ModelsEntry.key', index=0, - number=1, type=9, cpp_type=9, label=1, - has_default_value=False, default_value=b"".decode('utf-8'), - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='value', full_name='seldon.protos.SeldonGraphMetadata.ModelsEntry.value', index=1, - number=2, type=11, cpp_type=10, label=1, - has_default_value=False, default_value=None, - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - ], - extensions=[ - ], - nested_types=[], - enum_types=[ - ], - serialized_options=b'8\001', - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=2471, - serialized_end=2552, -) - -_SELDONGRAPHMETADATA = _descriptor.Descriptor( - name='SeldonGraphMetadata', - full_name='seldon.protos.SeldonGraphMetadata', - filename=None, - file=DESCRIPTOR, - containing_type=None, - create_key=_descriptor._internal_create_key, - fields=[ - _descriptor.FieldDescriptor( - name='name', full_name='seldon.protos.SeldonGraphMetadata.name', index=0, - number=1, type=9, cpp_type=9, label=1, - has_default_value=False, default_value=b"".decode('utf-8'), - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='models', full_name='seldon.protos.SeldonGraphMetadata.models', index=1, - number=2, type=11, cpp_type=10, label=3, - has_default_value=False, default_value=[], - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='inputs', full_name='seldon.protos.SeldonGraphMetadata.inputs', index=2, - number=3, type=11, cpp_type=10, label=3, - has_default_value=False, default_value=[], - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='outputs', full_name='seldon.protos.SeldonGraphMetadata.outputs', index=3, - number=4, type=11, cpp_type=10, label=3, - has_default_value=False, default_value=[], - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - ], - extensions=[ - ], - nested_types=[_SELDONGRAPHMETADATA_MODELSENTRY, ], - enum_types=[ - ], - serialized_options=None, - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=2261, - serialized_end=2552, -) - -_SELDONMESSAGE.fields_by_name['status'].message_type = _STATUS -_SELDONMESSAGE.fields_by_name['meta'].message_type = _META -_SELDONMESSAGE.fields_by_name['data'].message_type = _DEFAULTDATA -_SELDONMESSAGE.fields_by_name['jsonData'].message_type = google_dot_protobuf_dot_struct__pb2._VALUE -_SELDONMESSAGE.fields_by_name['customData'].message_type = google_dot_protobuf_dot_any__pb2._ANY -_SELDONMESSAGE.oneofs_by_name['data_oneof'].fields.append( - _SELDONMESSAGE.fields_by_name['data']) -_SELDONMESSAGE.fields_by_name['data'].containing_oneof = _SELDONMESSAGE.oneofs_by_name['data_oneof'] -_SELDONMESSAGE.oneofs_by_name['data_oneof'].fields.append( - _SELDONMESSAGE.fields_by_name['binData']) -_SELDONMESSAGE.fields_by_name['binData'].containing_oneof = _SELDONMESSAGE.oneofs_by_name['data_oneof'] -_SELDONMESSAGE.oneofs_by_name['data_oneof'].fields.append( - _SELDONMESSAGE.fields_by_name['strData']) -_SELDONMESSAGE.fields_by_name['strData'].containing_oneof = _SELDONMESSAGE.oneofs_by_name['data_oneof'] -_SELDONMESSAGE.oneofs_by_name['data_oneof'].fields.append( - _SELDONMESSAGE.fields_by_name['jsonData']) -_SELDONMESSAGE.fields_by_name['jsonData'].containing_oneof = _SELDONMESSAGE.oneofs_by_name['data_oneof'] -_SELDONMESSAGE.oneofs_by_name['data_oneof'].fields.append( - _SELDONMESSAGE.fields_by_name['customData']) -_SELDONMESSAGE.fields_by_name['customData'].containing_oneof = _SELDONMESSAGE.oneofs_by_name['data_oneof'] -_DEFAULTDATA.fields_by_name['tensor'].message_type = _TENSOR -_DEFAULTDATA.fields_by_name['ndarray'].message_type = google_dot_protobuf_dot_struct__pb2._LISTVALUE -_DEFAULTDATA.fields_by_name['tftensor'].message_type = tensorflow_dot_core_dot_framework_dot_tensor__pb2._TENSORPROTO -_DEFAULTDATA.oneofs_by_name['data_oneof'].fields.append( - _DEFAULTDATA.fields_by_name['tensor']) -_DEFAULTDATA.fields_by_name['tensor'].containing_oneof = _DEFAULTDATA.oneofs_by_name['data_oneof'] -_DEFAULTDATA.oneofs_by_name['data_oneof'].fields.append( - _DEFAULTDATA.fields_by_name['ndarray']) -_DEFAULTDATA.fields_by_name['ndarray'].containing_oneof = _DEFAULTDATA.oneofs_by_name['data_oneof'] -_DEFAULTDATA.oneofs_by_name['data_oneof'].fields.append( - _DEFAULTDATA.fields_by_name['tftensor']) -_DEFAULTDATA.fields_by_name['tftensor'].containing_oneof = _DEFAULTDATA.oneofs_by_name['data_oneof'] -_META_TAGSENTRY.fields_by_name['value'].message_type = google_dot_protobuf_dot_struct__pb2._VALUE -_META_TAGSENTRY.containing_type = _META -_META_ROUTINGENTRY.containing_type = _META -_META_REQUESTPATHENTRY.containing_type = _META -_META.fields_by_name['tags'].message_type = _META_TAGSENTRY -_META.fields_by_name['routing'].message_type = _META_ROUTINGENTRY -_META.fields_by_name['requestPath'].message_type = _META_REQUESTPATHENTRY -_META.fields_by_name['metrics'].message_type = _METRIC -_METRIC_TAGSENTRY.containing_type = _METRIC -_METRIC.fields_by_name['type'].enum_type = _METRIC_METRICTYPE -_METRIC.fields_by_name['tags'].message_type = _METRIC_TAGSENTRY -_METRIC_METRICTYPE.containing_type = _METRIC -_SELDONMESSAGELIST.fields_by_name['seldonMessages'].message_type = _SELDONMESSAGE -_STATUS.fields_by_name['status'].enum_type = _STATUS_STATUSFLAG -_STATUS_STATUSFLAG.containing_type = _STATUS -_FEEDBACK.fields_by_name['request'].message_type = _SELDONMESSAGE -_FEEDBACK.fields_by_name['response'].message_type = _SELDONMESSAGE -_FEEDBACK.fields_by_name['truth'].message_type = _SELDONMESSAGE -_REQUESTRESPONSE.fields_by_name['request'].message_type = _SELDONMESSAGE -_REQUESTRESPONSE.fields_by_name['response'].message_type = _SELDONMESSAGE -_SELDONMESSAGEMETADATA.fields_by_name['schema'].message_type = google_dot_protobuf_dot_struct__pb2._VALUE -_SELDONMODELMETADATA_CUSTOMENTRY.containing_type = _SELDONMODELMETADATA -_SELDONMODELMETADATA.fields_by_name['inputs'].message_type = _SELDONMESSAGEMETADATA -_SELDONMODELMETADATA.fields_by_name['outputs'].message_type = _SELDONMESSAGEMETADATA -_SELDONMODELMETADATA.fields_by_name['custom'].message_type = _SELDONMODELMETADATA_CUSTOMENTRY -_SELDONGRAPHMETADATA_MODELSENTRY.fields_by_name['value'].message_type = _SELDONMODELMETADATA -_SELDONGRAPHMETADATA_MODELSENTRY.containing_type = _SELDONGRAPHMETADATA -_SELDONGRAPHMETADATA.fields_by_name['models'].message_type = _SELDONGRAPHMETADATA_MODELSENTRY -_SELDONGRAPHMETADATA.fields_by_name['inputs'].message_type = _SELDONMESSAGEMETADATA -_SELDONGRAPHMETADATA.fields_by_name['outputs'].message_type = _SELDONMESSAGEMETADATA -DESCRIPTOR.message_types_by_name['SeldonMessage'] = _SELDONMESSAGE -DESCRIPTOR.message_types_by_name['DefaultData'] = _DEFAULTDATA -DESCRIPTOR.message_types_by_name['Tensor'] = _TENSOR -DESCRIPTOR.message_types_by_name['Meta'] = _META -DESCRIPTOR.message_types_by_name['Metric'] = _METRIC -DESCRIPTOR.message_types_by_name['SeldonMessageList'] = _SELDONMESSAGELIST -DESCRIPTOR.message_types_by_name['Status'] = _STATUS -DESCRIPTOR.message_types_by_name['Feedback'] = _FEEDBACK -DESCRIPTOR.message_types_by_name['RequestResponse'] = _REQUESTRESPONSE -DESCRIPTOR.message_types_by_name['SeldonModelMetadataRequest'] = _SELDONMODELMETADATAREQUEST -DESCRIPTOR.message_types_by_name['SeldonMessageMetadata'] = _SELDONMESSAGEMETADATA -DESCRIPTOR.message_types_by_name['SeldonModelMetadata'] = _SELDONMODELMETADATA -DESCRIPTOR.message_types_by_name['SeldonGraphMetadata'] = _SELDONGRAPHMETADATA -_sym_db.RegisterFileDescriptor(DESCRIPTOR) - -SeldonMessage = _reflection.GeneratedProtocolMessageType('SeldonMessage', (_message.Message,), { - 'DESCRIPTOR' : _SELDONMESSAGE, - '__module__' : 'proto.prediction_pb2' - # @@protoc_insertion_point(class_scope:seldon.protos.SeldonMessage) - }) -_sym_db.RegisterMessage(SeldonMessage) - -DefaultData = _reflection.GeneratedProtocolMessageType('DefaultData', (_message.Message,), { - 'DESCRIPTOR' : _DEFAULTDATA, - '__module__' : 'proto.prediction_pb2' - # @@protoc_insertion_point(class_scope:seldon.protos.DefaultData) - }) -_sym_db.RegisterMessage(DefaultData) - -Tensor = _reflection.GeneratedProtocolMessageType('Tensor', (_message.Message,), { - 'DESCRIPTOR' : _TENSOR, - '__module__' : 'proto.prediction_pb2' - # @@protoc_insertion_point(class_scope:seldon.protos.Tensor) - }) -_sym_db.RegisterMessage(Tensor) - -Meta = _reflection.GeneratedProtocolMessageType('Meta', (_message.Message,), { - - 'TagsEntry' : _reflection.GeneratedProtocolMessageType('TagsEntry', (_message.Message,), { - 'DESCRIPTOR' : _META_TAGSENTRY, - '__module__' : 'proto.prediction_pb2' - # @@protoc_insertion_point(class_scope:seldon.protos.Meta.TagsEntry) - }) - , - - 'RoutingEntry' : _reflection.GeneratedProtocolMessageType('RoutingEntry', (_message.Message,), { - 'DESCRIPTOR' : _META_ROUTINGENTRY, - '__module__' : 'proto.prediction_pb2' - # @@protoc_insertion_point(class_scope:seldon.protos.Meta.RoutingEntry) - }) - , - - 'RequestPathEntry' : _reflection.GeneratedProtocolMessageType('RequestPathEntry', (_message.Message,), { - 'DESCRIPTOR' : _META_REQUESTPATHENTRY, - '__module__' : 'proto.prediction_pb2' - # @@protoc_insertion_point(class_scope:seldon.protos.Meta.RequestPathEntry) - }) - , - 'DESCRIPTOR' : _META, - '__module__' : 'proto.prediction_pb2' - # @@protoc_insertion_point(class_scope:seldon.protos.Meta) - }) -_sym_db.RegisterMessage(Meta) -_sym_db.RegisterMessage(Meta.TagsEntry) -_sym_db.RegisterMessage(Meta.RoutingEntry) -_sym_db.RegisterMessage(Meta.RequestPathEntry) - -Metric = _reflection.GeneratedProtocolMessageType('Metric', (_message.Message,), { - - 'TagsEntry' : _reflection.GeneratedProtocolMessageType('TagsEntry', (_message.Message,), { - 'DESCRIPTOR' : _METRIC_TAGSENTRY, - '__module__' : 'proto.prediction_pb2' - # @@protoc_insertion_point(class_scope:seldon.protos.Metric.TagsEntry) - }) - , - 'DESCRIPTOR' : _METRIC, - '__module__' : 'proto.prediction_pb2' - # @@protoc_insertion_point(class_scope:seldon.protos.Metric) - }) -_sym_db.RegisterMessage(Metric) -_sym_db.RegisterMessage(Metric.TagsEntry) - -SeldonMessageList = _reflection.GeneratedProtocolMessageType('SeldonMessageList', (_message.Message,), { - 'DESCRIPTOR' : _SELDONMESSAGELIST, - '__module__' : 'proto.prediction_pb2' - # @@protoc_insertion_point(class_scope:seldon.protos.SeldonMessageList) - }) -_sym_db.RegisterMessage(SeldonMessageList) - -Status = _reflection.GeneratedProtocolMessageType('Status', (_message.Message,), { - 'DESCRIPTOR' : _STATUS, - '__module__' : 'proto.prediction_pb2' - # @@protoc_insertion_point(class_scope:seldon.protos.Status) - }) -_sym_db.RegisterMessage(Status) - -Feedback = _reflection.GeneratedProtocolMessageType('Feedback', (_message.Message,), { - 'DESCRIPTOR' : _FEEDBACK, - '__module__' : 'proto.prediction_pb2' - # @@protoc_insertion_point(class_scope:seldon.protos.Feedback) - }) -_sym_db.RegisterMessage(Feedback) - -RequestResponse = _reflection.GeneratedProtocolMessageType('RequestResponse', (_message.Message,), { - 'DESCRIPTOR' : _REQUESTRESPONSE, - '__module__' : 'proto.prediction_pb2' - # @@protoc_insertion_point(class_scope:seldon.protos.RequestResponse) - }) -_sym_db.RegisterMessage(RequestResponse) - -SeldonModelMetadataRequest = _reflection.GeneratedProtocolMessageType('SeldonModelMetadataRequest', (_message.Message,), { - 'DESCRIPTOR' : _SELDONMODELMETADATAREQUEST, - '__module__' : 'proto.prediction_pb2' - # @@protoc_insertion_point(class_scope:seldon.protos.SeldonModelMetadataRequest) - }) -_sym_db.RegisterMessage(SeldonModelMetadataRequest) - -SeldonMessageMetadata = _reflection.GeneratedProtocolMessageType('SeldonMessageMetadata', (_message.Message,), { - 'DESCRIPTOR' : _SELDONMESSAGEMETADATA, - '__module__' : 'proto.prediction_pb2' - # @@protoc_insertion_point(class_scope:seldon.protos.SeldonMessageMetadata) - }) -_sym_db.RegisterMessage(SeldonMessageMetadata) - -SeldonModelMetadata = _reflection.GeneratedProtocolMessageType('SeldonModelMetadata', (_message.Message,), { - - 'CustomEntry' : _reflection.GeneratedProtocolMessageType('CustomEntry', (_message.Message,), { - 'DESCRIPTOR' : _SELDONMODELMETADATA_CUSTOMENTRY, - '__module__' : 'proto.prediction_pb2' - # @@protoc_insertion_point(class_scope:seldon.protos.SeldonModelMetadata.CustomEntry) - }) - , - 'DESCRIPTOR' : _SELDONMODELMETADATA, - '__module__' : 'proto.prediction_pb2' - # @@protoc_insertion_point(class_scope:seldon.protos.SeldonModelMetadata) - }) -_sym_db.RegisterMessage(SeldonModelMetadata) -_sym_db.RegisterMessage(SeldonModelMetadata.CustomEntry) - -SeldonGraphMetadata = _reflection.GeneratedProtocolMessageType('SeldonGraphMetadata', (_message.Message,), { - - 'ModelsEntry' : _reflection.GeneratedProtocolMessageType('ModelsEntry', (_message.Message,), { - 'DESCRIPTOR' : _SELDONGRAPHMETADATA_MODELSENTRY, - '__module__' : 'proto.prediction_pb2' - # @@protoc_insertion_point(class_scope:seldon.protos.SeldonGraphMetadata.ModelsEntry) - }) - , - 'DESCRIPTOR' : _SELDONGRAPHMETADATA, - '__module__' : 'proto.prediction_pb2' - # @@protoc_insertion_point(class_scope:seldon.protos.SeldonGraphMetadata) - }) -_sym_db.RegisterMessage(SeldonGraphMetadata) -_sym_db.RegisterMessage(SeldonGraphMetadata.ModelsEntry) - - -DESCRIPTOR._options = None -_TENSOR.fields_by_name['shape']._options = None -_TENSOR.fields_by_name['values']._options = None -_META_TAGSENTRY._options = None -_META_ROUTINGENTRY._options = None -_META_REQUESTPATHENTRY._options = None -_METRIC_TAGSENTRY._options = None -_SELDONMODELMETADATA_CUSTOMENTRY._options = None -_SELDONGRAPHMETADATA_MODELSENTRY._options = None - -_GENERIC = _descriptor.ServiceDescriptor( - name='Generic', - full_name='seldon.protos.Generic', - file=DESCRIPTOR, - index=0, - serialized_options=None, - create_key=_descriptor._internal_create_key, - serialized_start=2555, - serialized_end=2948, - methods=[ - _descriptor.MethodDescriptor( - name='TransformInput', - full_name='seldon.protos.Generic.TransformInput', - index=0, - containing_service=None, - input_type=_SELDONMESSAGE, - output_type=_SELDONMESSAGE, - serialized_options=None, - create_key=_descriptor._internal_create_key, - ), - _descriptor.MethodDescriptor( - name='TransformOutput', - full_name='seldon.protos.Generic.TransformOutput', - index=1, - containing_service=None, - input_type=_SELDONMESSAGE, - output_type=_SELDONMESSAGE, - serialized_options=None, - create_key=_descriptor._internal_create_key, - ), - _descriptor.MethodDescriptor( - name='Route', - full_name='seldon.protos.Generic.Route', - index=2, - containing_service=None, - input_type=_SELDONMESSAGE, - output_type=_SELDONMESSAGE, - serialized_options=None, - create_key=_descriptor._internal_create_key, - ), - _descriptor.MethodDescriptor( - name='Aggregate', - full_name='seldon.protos.Generic.Aggregate', - index=3, - containing_service=None, - input_type=_SELDONMESSAGELIST, - output_type=_SELDONMESSAGE, - serialized_options=None, - create_key=_descriptor._internal_create_key, - ), - _descriptor.MethodDescriptor( - name='SendFeedback', - full_name='seldon.protos.Generic.SendFeedback', - index=4, - containing_service=None, - input_type=_FEEDBACK, - output_type=_SELDONMESSAGE, - serialized_options=None, - create_key=_descriptor._internal_create_key, - ), -]) -_sym_db.RegisterServiceDescriptor(_GENERIC) - -DESCRIPTOR.services_by_name['Generic'] = _GENERIC - - -_MODEL = _descriptor.ServiceDescriptor( - name='Model', - full_name='seldon.protos.Model', - file=DESCRIPTOR, - index=1, - serialized_options=None, - create_key=_descriptor._internal_create_key, - serialized_start=2951, - serialized_end=3178, - methods=[ - _descriptor.MethodDescriptor( - name='Predict', - full_name='seldon.protos.Model.Predict', - index=0, - containing_service=None, - input_type=_SELDONMESSAGE, - output_type=_SELDONMESSAGE, - serialized_options=None, - create_key=_descriptor._internal_create_key, - ), - _descriptor.MethodDescriptor( - name='SendFeedback', - full_name='seldon.protos.Model.SendFeedback', - index=1, - containing_service=None, - input_type=_FEEDBACK, - output_type=_SELDONMESSAGE, - serialized_options=None, - create_key=_descriptor._internal_create_key, - ), - _descriptor.MethodDescriptor( - name='Metadata', - full_name='seldon.protos.Model.Metadata', - index=2, - containing_service=None, - input_type=google_dot_protobuf_dot_empty__pb2._EMPTY, - output_type=_SELDONMODELMETADATA, - serialized_options=None, - create_key=_descriptor._internal_create_key, - ), -]) -_sym_db.RegisterServiceDescriptor(_MODEL) - -DESCRIPTOR.services_by_name['Model'] = _MODEL - - -_ROUTER = _descriptor.ServiceDescriptor( - name='Router', - full_name='seldon.protos.Router', - file=DESCRIPTOR, - index=2, - serialized_options=None, - create_key=_descriptor._internal_create_key, - serialized_start=3181, - serialized_end=3333, - methods=[ - _descriptor.MethodDescriptor( - name='Route', - full_name='seldon.protos.Router.Route', - index=0, - containing_service=None, - input_type=_SELDONMESSAGE, - output_type=_SELDONMESSAGE, - serialized_options=None, - create_key=_descriptor._internal_create_key, - ), - _descriptor.MethodDescriptor( - name='SendFeedback', - full_name='seldon.protos.Router.SendFeedback', - index=1, - containing_service=None, - input_type=_FEEDBACK, - output_type=_SELDONMESSAGE, - serialized_options=None, - create_key=_descriptor._internal_create_key, - ), -]) -_sym_db.RegisterServiceDescriptor(_ROUTER) - -DESCRIPTOR.services_by_name['Router'] = _ROUTER - - -_TRANSFORMER = _descriptor.ServiceDescriptor( - name='Transformer', - full_name='seldon.protos.Transformer', - file=DESCRIPTOR, - index=3, - serialized_options=None, - create_key=_descriptor._internal_create_key, - serialized_start=3335, - serialized_end=3428, - methods=[ - _descriptor.MethodDescriptor( - name='TransformInput', - full_name='seldon.protos.Transformer.TransformInput', - index=0, - containing_service=None, - input_type=_SELDONMESSAGE, - output_type=_SELDONMESSAGE, - serialized_options=None, - create_key=_descriptor._internal_create_key, - ), -]) -_sym_db.RegisterServiceDescriptor(_TRANSFORMER) - -DESCRIPTOR.services_by_name['Transformer'] = _TRANSFORMER - - -_OUTPUTTRANSFORMER = _descriptor.ServiceDescriptor( - name='OutputTransformer', - full_name='seldon.protos.OutputTransformer', - file=DESCRIPTOR, - index=4, - serialized_options=None, - create_key=_descriptor._internal_create_key, - serialized_start=3430, - serialized_end=3530, - methods=[ - _descriptor.MethodDescriptor( - name='TransformOutput', - full_name='seldon.protos.OutputTransformer.TransformOutput', - index=0, - containing_service=None, - input_type=_SELDONMESSAGE, - output_type=_SELDONMESSAGE, - serialized_options=None, - create_key=_descriptor._internal_create_key, - ), -]) -_sym_db.RegisterServiceDescriptor(_OUTPUTTRANSFORMER) - -DESCRIPTOR.services_by_name['OutputTransformer'] = _OUTPUTTRANSFORMER - - -_COMBINER = _descriptor.ServiceDescriptor( - name='Combiner', - full_name='seldon.protos.Combiner', - file=DESCRIPTOR, - index=5, - serialized_options=None, - create_key=_descriptor._internal_create_key, - serialized_start=3532, - serialized_end=3621, - methods=[ - _descriptor.MethodDescriptor( - name='Aggregate', - full_name='seldon.protos.Combiner.Aggregate', - index=0, - containing_service=None, - input_type=_SELDONMESSAGELIST, - output_type=_SELDONMESSAGE, - serialized_options=None, - create_key=_descriptor._internal_create_key, - ), -]) -_sym_db.RegisterServiceDescriptor(_COMBINER) - -DESCRIPTOR.services_by_name['Combiner'] = _COMBINER - - -_SELDON = _descriptor.ServiceDescriptor( - name='Seldon', - full_name='seldon.protos.Seldon', - file=DESCRIPTOR, - index=6, - serialized_options=None, - create_key=_descriptor._internal_create_key, - serialized_start=3624, - serialized_end=3955, - methods=[ - _descriptor.MethodDescriptor( - name='Predict', - full_name='seldon.protos.Seldon.Predict', - index=0, - containing_service=None, - input_type=_SELDONMESSAGE, - output_type=_SELDONMESSAGE, - serialized_options=None, - create_key=_descriptor._internal_create_key, - ), - _descriptor.MethodDescriptor( - name='SendFeedback', - full_name='seldon.protos.Seldon.SendFeedback', - index=1, - containing_service=None, - input_type=_FEEDBACK, - output_type=_SELDONMESSAGE, - serialized_options=None, - create_key=_descriptor._internal_create_key, - ), - _descriptor.MethodDescriptor( - name='ModelMetadata', - full_name='seldon.protos.Seldon.ModelMetadata', - index=2, - containing_service=None, - input_type=_SELDONMODELMETADATAREQUEST, - output_type=_SELDONMODELMETADATA, - serialized_options=None, - create_key=_descriptor._internal_create_key, - ), - _descriptor.MethodDescriptor( - 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.seldon.protos.SeldonMessageList\x1a\x1c.seldon.protos.SeldonMessage\"\x00\x32\xcb\x02\n\x06Seldon\x12G\n\x07Predict\x12\x1c.seldon.protos.SeldonMessage\x1a\x1c.seldon.protos.SeldonMessage\"\x00\x12G\n\x0cSendFeedback\x12\x17.seldon.protos.Feedback\x1a\x1c.seldon.protos.SeldonMessage\"\x00\x12`\n\rModelMetadata\x12).seldon.protos.SeldonModelMetadataRequest\x1a\".seldon.protos.SeldonModelMetadata\"\x00\x12M\n\rGraphMetadata\x12\x16.google.protobuf.Empty\x1a\".seldon.protos.SeldonGraphMetadata\"\x00\x42h\n\x10io.seldon.protosB\x10PredictionProtosZBgithub.com/seldonio/seldon-core/incubating/wrappers/s2i/go/pkg/apib\x06proto3') + +_globals = globals() +_builder.BuildMessageAndEnumDescriptors(DESCRIPTOR, _globals) +_builder.BuildTopDescriptorsAndMessages(DESCRIPTOR, 'proto.prediction_pb2', _globals) +if not _descriptor._USE_C_DESCRIPTORS: + _globals['DESCRIPTOR']._loaded_options = None + _globals['DESCRIPTOR']._serialized_options = b'\n\020io.seldon.protosB\020PredictionProtosZBgithub.com/seldonio/seldon-core/incubating/wrappers/s2i/go/pkg/api' + _globals['_TENSOR'].fields_by_name['shape']._loaded_options = None + _globals['_TENSOR'].fields_by_name['shape']._serialized_options = b'\020\001' + _globals['_TENSOR'].fields_by_name['values']._loaded_options = None + _globals['_TENSOR'].fields_by_name['values']._serialized_options = b'\020\001' + _globals['_META_TAGSENTRY']._loaded_options = None + _globals['_META_TAGSENTRY']._serialized_options = b'8\001' + _globals['_META_ROUTINGENTRY']._loaded_options = None + _globals['_META_ROUTINGENTRY']._serialized_options = b'8\001' + _globals['_META_REQUESTPATHENTRY']._loaded_options = None + _globals['_META_REQUESTPATHENTRY']._serialized_options = b'8\001' + _globals['_METRIC_TAGSENTRY']._loaded_options = None + _globals['_METRIC_TAGSENTRY']._serialized_options = b'8\001' + _globals['_SELDONMODELMETADATA_CUSTOMENTRY']._loaded_options = None + _globals['_SELDONMODELMETADATA_CUSTOMENTRY']._serialized_options = b'8\001' + _globals['_SELDONGRAPHMETADATA_MODELSENTRY']._loaded_options = None + _globals['_SELDONGRAPHMETADATA_MODELSENTRY']._serialized_options = b'8\001' + _globals['_SELDONMESSAGE']._serialized_start=168 + _globals['_SELDONMESSAGE']._serialized_end=441 + _globals['_DEFAULTDATA']._serialized_start=444 + _globals['_DEFAULTDATA']._serialized_end=619 + _globals['_TENSOR']._serialized_start=621 + _globals['_TENSOR']._serialized_end=668 + _globals['_META']._serialized_start=671 + _globals['_META']._serialized_end=1055 + _globals['_META_TAGSENTRY']._serialized_start=888 + _globals['_META_TAGSENTRY']._serialized_end=955 + _globals['_META_ROUTINGENTRY']._serialized_start=957 + _globals['_META_ROUTINGENTRY']._serialized_end=1003 + _globals['_META_REQUESTPATHENTRY']._serialized_start=1005 + _globals['_META_REQUESTPATHENTRY']._serialized_end=1055 + _globals['_METRIC']._serialized_start=1058 + _globals['_METRIC']._serialized_end=1283 + _globals['_METRIC_TAGSENTRY']._serialized_start=1191 + _globals['_METRIC_TAGSENTRY']._serialized_end=1234 + _globals['_METRIC_METRICTYPE']._serialized_start=1236 + _globals['_METRIC_METRICTYPE']._serialized_end=1283 + _globals['_SELDONMESSAGELIST']._serialized_start=1285 + _globals['_SELDONMESSAGELIST']._serialized_end=1358 + _globals['_STATUS']._serialized_start=1361 + _globals['_STATUS']._serialized_end=1503 + _globals['_STATUS_STATUSFLAG']._serialized_start=1465 + _globals['_STATUS_STATUSFLAG']._serialized_end=1503 + _globals['_FEEDBACK']._serialized_start=1506 + _globals['_FEEDBACK']._serialized_end=1672 + _globals['_REQUESTRESPONSE']._serialized_start=1674 + _globals['_REQUESTRESPONSE']._serialized_end=1786 + _globals['_SELDONMODELMETADATAREQUEST']._serialized_start=1788 + _globals['_SELDONMODELMETADATAREQUEST']._serialized_end=1830 + _globals['_SELDONMESSAGEMETADATA']._serialized_start=1833 + _globals['_SELDONMESSAGEMETADATA']._serialized_end=1964 + _globals['_SELDONMODELMETADATA']._serialized_start=1967 + _globals['_SELDONMODELMETADATA']._serialized_end=2258 + _globals['_SELDONMODELMETADATA_CUSTOMENTRY']._serialized_start=2213 + _globals['_SELDONMODELMETADATA_CUSTOMENTRY']._serialized_end=2258 + _globals['_SELDONGRAPHMETADATA']._serialized_start=2261 + _globals['_SELDONGRAPHMETADATA']._serialized_end=2552 + _globals['_SELDONGRAPHMETADATA_MODELSENTRY']._serialized_start=2471 + _globals['_SELDONGRAPHMETADATA_MODELSENTRY']._serialized_end=2552 + _globals['_GENERIC']._serialized_start=2555 + _globals['_GENERIC']._serialized_end=2948 + _globals['_MODEL']._serialized_start=2951 + _globals['_MODEL']._serialized_end=3178 + _globals['_ROUTER']._serialized_start=3181 + _globals['_ROUTER']._serialized_end=3333 + _globals['_TRANSFORMER']._serialized_start=3335 + _globals['_TRANSFORMER']._serialized_end=3428 + _globals['_OUTPUTTRANSFORMER']._serialized_start=3430 + _globals['_OUTPUTTRANSFORMER']._serialized_end=3530 + _globals['_COMBINER']._serialized_start=3532 + _globals['_COMBINER']._serialized_end=3621 + _globals['_SELDON']._serialized_start=3624 + _globals['_SELDON']._serialized_end=3955 # @@protoc_insertion_point(module_scope) diff --git a/python/seldon_core/proto/prediction_pb2.pyi b/python/seldon_core/proto/prediction_pb2.pyi index a3fcd0dcb1..0ecd7f716e 100644 --- a/python/seldon_core/proto/prediction_pb2.pyi +++ b/python/seldon_core/proto/prediction_pb2.pyi @@ -2,21 +2,32 @@ @generated by mypy-protobuf. Do not edit manually! isort:skip_file """ + import builtins +import collections.abc import google.protobuf.any_pb2 import google.protobuf.descriptor import google.protobuf.internal.containers import google.protobuf.internal.enum_type_wrapper import google.protobuf.message import google.protobuf.struct_pb2 +import sys import tensorflow.core.framework.tensor_pb2 import typing -import typing_extensions -DESCRIPTOR: google.protobuf.descriptor.FileDescriptor = ... +if sys.version_info >= (3, 10): + import typing as typing_extensions +else: + import typing_extensions + +DESCRIPTOR: google.protobuf.descriptor.FileDescriptor +@typing.final class SeldonMessage(google.protobuf.message.Message): - DESCRIPTOR: google.protobuf.descriptor.Descriptor = ... + """[START Messages]""" + + DESCRIPTOR: google.protobuf.descriptor.Descriptor + STATUS_FIELD_NUMBER: builtins.int META_FIELD_NUMBER: builtins.int DATA_FIELD_NUMBER: builtins.int @@ -24,354 +35,390 @@ class SeldonMessage(google.protobuf.message.Message): STRDATA_FIELD_NUMBER: builtins.int JSONDATA_FIELD_NUMBER: builtins.int CUSTOMDATA_FIELD_NUMBER: builtins.int - binData: builtins.bytes = ... - strData: typing.Text = ... - + binData: builtins.bytes + strData: builtins.str @property def status(self) -> global___Status: ... - @property def meta(self) -> global___Meta: ... - @property def data(self) -> global___DefaultData: ... - @property def jsonData(self) -> google.protobuf.struct_pb2.Value: ... - @property def customData(self) -> google.protobuf.any_pb2.Any: ... - - def __init__(self, + def __init__( + self, *, - status : typing.Optional[global___Status] = ..., - meta : typing.Optional[global___Meta] = ..., - data : typing.Optional[global___DefaultData] = ..., - binData : builtins.bytes = ..., - strData : typing.Text = ..., - jsonData : typing.Optional[google.protobuf.struct_pb2.Value] = ..., - customData : typing.Optional[google.protobuf.any_pb2.Any] = ..., - ) -> None: ... - def HasField(self, field_name: typing_extensions.Literal[u"binData",b"binData",u"customData",b"customData",u"data",b"data",u"data_oneof",b"data_oneof",u"jsonData",b"jsonData",u"meta",b"meta",u"status",b"status",u"strData",b"strData"]) -> builtins.bool: ... - def ClearField(self, field_name: typing_extensions.Literal[u"binData",b"binData",u"customData",b"customData",u"data",b"data",u"data_oneof",b"data_oneof",u"jsonData",b"jsonData",u"meta",b"meta",u"status",b"status",u"strData",b"strData"]) -> None: ... - def WhichOneof(self, oneof_group: typing_extensions.Literal[u"data_oneof",b"data_oneof"]) -> typing_extensions.Literal["data","binData","strData","jsonData","customData"]: ... + status: global___Status | None = ..., + meta: global___Meta | None = ..., + data: global___DefaultData | None = ..., + binData: builtins.bytes = ..., + strData: builtins.str = ..., + jsonData: google.protobuf.struct_pb2.Value | None = ..., + customData: google.protobuf.any_pb2.Any | None = ..., + ) -> None: ... + def HasField(self, field_name: typing.Literal["binData", b"binData", "customData", b"customData", "data", b"data", "data_oneof", b"data_oneof", "jsonData", b"jsonData", "meta", b"meta", "status", b"status", "strData", b"strData"]) -> builtins.bool: ... + def ClearField(self, field_name: typing.Literal["binData", b"binData", "customData", b"customData", "data", b"data", "data_oneof", b"data_oneof", "jsonData", b"jsonData", "meta", b"meta", "status", b"status", "strData", b"strData"]) -> None: ... + def WhichOneof(self, oneof_group: typing.Literal["data_oneof", b"data_oneof"]) -> typing.Literal["data", "binData", "strData", "jsonData", "customData"] | None: ... + global___SeldonMessage = SeldonMessage +@typing.final class DefaultData(google.protobuf.message.Message): - DESCRIPTOR: google.protobuf.descriptor.Descriptor = ... + DESCRIPTOR: google.protobuf.descriptor.Descriptor + NAMES_FIELD_NUMBER: builtins.int TENSOR_FIELD_NUMBER: builtins.int NDARRAY_FIELD_NUMBER: builtins.int TFTENSOR_FIELD_NUMBER: builtins.int - names: google.protobuf.internal.containers.RepeatedScalarFieldContainer[typing.Text] = ... - + @property + def names(self) -> google.protobuf.internal.containers.RepeatedScalarFieldContainer[builtins.str]: ... @property def tensor(self) -> global___Tensor: ... - @property def ndarray(self) -> google.protobuf.struct_pb2.ListValue: ... - @property def tftensor(self) -> tensorflow.core.framework.tensor_pb2.TensorProto: ... - - def __init__(self, + def __init__( + self, *, - names : typing.Optional[typing.Iterable[typing.Text]] = ..., - tensor : typing.Optional[global___Tensor] = ..., - ndarray : typing.Optional[google.protobuf.struct_pb2.ListValue] = ..., - tftensor : typing.Optional[tensorflow.core.framework.tensor_pb2.TensorProto] = ..., - ) -> None: ... - def HasField(self, field_name: typing_extensions.Literal[u"data_oneof",b"data_oneof",u"ndarray",b"ndarray",u"tensor",b"tensor",u"tftensor",b"tftensor"]) -> builtins.bool: ... - def ClearField(self, field_name: typing_extensions.Literal[u"data_oneof",b"data_oneof",u"names",b"names",u"ndarray",b"ndarray",u"tensor",b"tensor",u"tftensor",b"tftensor"]) -> None: ... - def WhichOneof(self, oneof_group: typing_extensions.Literal[u"data_oneof",b"data_oneof"]) -> typing_extensions.Literal["tensor","ndarray","tftensor"]: ... + names: collections.abc.Iterable[builtins.str] | None = ..., + tensor: global___Tensor | None = ..., + ndarray: google.protobuf.struct_pb2.ListValue | None = ..., + tftensor: tensorflow.core.framework.tensor_pb2.TensorProto | None = ..., + ) -> None: ... + def HasField(self, field_name: typing.Literal["data_oneof", b"data_oneof", "ndarray", b"ndarray", "tensor", b"tensor", "tftensor", b"tftensor"]) -> builtins.bool: ... + def ClearField(self, field_name: typing.Literal["data_oneof", b"data_oneof", "names", b"names", "ndarray", b"ndarray", "tensor", b"tensor", "tftensor", b"tftensor"]) -> None: ... + def WhichOneof(self, oneof_group: typing.Literal["data_oneof", b"data_oneof"]) -> typing.Literal["tensor", "ndarray", "tftensor"] | None: ... + global___DefaultData = DefaultData +@typing.final class Tensor(google.protobuf.message.Message): - DESCRIPTOR: google.protobuf.descriptor.Descriptor = ... + DESCRIPTOR: google.protobuf.descriptor.Descriptor + SHAPE_FIELD_NUMBER: builtins.int VALUES_FIELD_NUMBER: builtins.int - shape: google.protobuf.internal.containers.RepeatedScalarFieldContainer[builtins.int] = ... - values: google.protobuf.internal.containers.RepeatedScalarFieldContainer[builtins.float] = ... - - def __init__(self, + @property + def shape(self) -> google.protobuf.internal.containers.RepeatedScalarFieldContainer[builtins.int]: ... + @property + def values(self) -> google.protobuf.internal.containers.RepeatedScalarFieldContainer[builtins.float]: ... + def __init__( + self, *, - shape : typing.Optional[typing.Iterable[builtins.int]] = ..., - values : typing.Optional[typing.Iterable[builtins.float]] = ..., - ) -> None: ... - def ClearField(self, field_name: typing_extensions.Literal[u"shape",b"shape",u"values",b"values"]) -> None: ... + shape: collections.abc.Iterable[builtins.int] | None = ..., + values: collections.abc.Iterable[builtins.float] | None = ..., + ) -> None: ... + def ClearField(self, field_name: typing.Literal["shape", b"shape", "values", b"values"]) -> None: ... + global___Tensor = Tensor +@typing.final class Meta(google.protobuf.message.Message): - DESCRIPTOR: google.protobuf.descriptor.Descriptor = ... + DESCRIPTOR: google.protobuf.descriptor.Descriptor + + @typing.final class TagsEntry(google.protobuf.message.Message): - DESCRIPTOR: google.protobuf.descriptor.Descriptor = ... + DESCRIPTOR: google.protobuf.descriptor.Descriptor + KEY_FIELD_NUMBER: builtins.int VALUE_FIELD_NUMBER: builtins.int - key: typing.Text = ... - + key: builtins.str @property def value(self) -> google.protobuf.struct_pb2.Value: ... - - def __init__(self, + def __init__( + self, *, - key : typing.Text = ..., - value : typing.Optional[google.protobuf.struct_pb2.Value] = ..., - ) -> None: ... - def HasField(self, field_name: typing_extensions.Literal[u"value",b"value"]) -> builtins.bool: ... - def ClearField(self, field_name: typing_extensions.Literal[u"key",b"key",u"value",b"value"]) -> None: ... + key: builtins.str = ..., + value: google.protobuf.struct_pb2.Value | None = ..., + ) -> None: ... + def HasField(self, field_name: typing.Literal["value", b"value"]) -> builtins.bool: ... + def ClearField(self, field_name: typing.Literal["key", b"key", "value", b"value"]) -> None: ... + @typing.final class RoutingEntry(google.protobuf.message.Message): - DESCRIPTOR: google.protobuf.descriptor.Descriptor = ... + DESCRIPTOR: google.protobuf.descriptor.Descriptor + KEY_FIELD_NUMBER: builtins.int VALUE_FIELD_NUMBER: builtins.int - key: typing.Text = ... - value: builtins.int = ... - - def __init__(self, + key: builtins.str + value: builtins.int + def __init__( + self, *, - key : typing.Text = ..., - value : builtins.int = ..., - ) -> None: ... - def ClearField(self, field_name: typing_extensions.Literal[u"key",b"key",u"value",b"value"]) -> None: ... + key: builtins.str = ..., + value: builtins.int = ..., + ) -> None: ... + def ClearField(self, field_name: typing.Literal["key", b"key", "value", b"value"]) -> None: ... + @typing.final class RequestPathEntry(google.protobuf.message.Message): - DESCRIPTOR: google.protobuf.descriptor.Descriptor = ... + DESCRIPTOR: google.protobuf.descriptor.Descriptor + KEY_FIELD_NUMBER: builtins.int VALUE_FIELD_NUMBER: builtins.int - key: typing.Text = ... - value: typing.Text = ... - - def __init__(self, + key: builtins.str + value: builtins.str + def __init__( + self, *, - key : typing.Text = ..., - value : typing.Text = ..., - ) -> None: ... - def ClearField(self, field_name: typing_extensions.Literal[u"key",b"key",u"value",b"value"]) -> None: ... + key: builtins.str = ..., + value: builtins.str = ..., + ) -> None: ... + def ClearField(self, field_name: typing.Literal["key", b"key", "value", b"value"]) -> None: ... PUID_FIELD_NUMBER: builtins.int TAGS_FIELD_NUMBER: builtins.int ROUTING_FIELD_NUMBER: builtins.int REQUESTPATH_FIELD_NUMBER: builtins.int METRICS_FIELD_NUMBER: builtins.int - puid: typing.Text = ... - + puid: builtins.str @property - def tags(self) -> google.protobuf.internal.containers.MessageMap[typing.Text, google.protobuf.struct_pb2.Value]: ... - + def tags(self) -> google.protobuf.internal.containers.MessageMap[builtins.str, google.protobuf.struct_pb2.Value]: ... @property - def routing(self) -> google.protobuf.internal.containers.ScalarMap[typing.Text, builtins.int]: ... - + def routing(self) -> google.protobuf.internal.containers.ScalarMap[builtins.str, builtins.int]: ... @property - def requestPath(self) -> google.protobuf.internal.containers.ScalarMap[typing.Text, typing.Text]: ... - + def requestPath(self) -> google.protobuf.internal.containers.ScalarMap[builtins.str, builtins.str]: ... @property def metrics(self) -> google.protobuf.internal.containers.RepeatedCompositeFieldContainer[global___Metric]: ... - - def __init__(self, + def __init__( + self, *, - puid : typing.Text = ..., - tags : typing.Optional[typing.Mapping[typing.Text, google.protobuf.struct_pb2.Value]] = ..., - routing : typing.Optional[typing.Mapping[typing.Text, builtins.int]] = ..., - requestPath : typing.Optional[typing.Mapping[typing.Text, typing.Text]] = ..., - metrics : typing.Optional[typing.Iterable[global___Metric]] = ..., - ) -> None: ... - def ClearField(self, field_name: typing_extensions.Literal[u"metrics",b"metrics",u"puid",b"puid",u"requestPath",b"requestPath",u"routing",b"routing",u"tags",b"tags"]) -> None: ... + puid: builtins.str = ..., + tags: collections.abc.Mapping[builtins.str, google.protobuf.struct_pb2.Value] | None = ..., + routing: collections.abc.Mapping[builtins.str, builtins.int] | None = ..., + requestPath: collections.abc.Mapping[builtins.str, builtins.str] | None = ..., + metrics: collections.abc.Iterable[global___Metric] | None = ..., + ) -> None: ... + def ClearField(self, field_name: typing.Literal["metrics", b"metrics", "puid", b"puid", "requestPath", b"requestPath", "routing", b"routing", "tags", b"tags"]) -> None: ... + global___Meta = Meta +@typing.final class Metric(google.protobuf.message.Message): - DESCRIPTOR: google.protobuf.descriptor.Descriptor = ... - class _MetricType(google.protobuf.internal.enum_type_wrapper._EnumTypeWrapper[MetricType.V], builtins.type): - DESCRIPTOR: google.protobuf.descriptor.EnumDescriptor = ... - COUNTER = Metric.MetricType.V(0) - GAUGE = Metric.MetricType.V(1) - TIMER = Metric.MetricType.V(2) - class MetricType(metaclass=_MetricType): - V = typing.NewType('V', builtins.int) - COUNTER = Metric.MetricType.V(0) - GAUGE = Metric.MetricType.V(1) - TIMER = Metric.MetricType.V(2) + DESCRIPTOR: google.protobuf.descriptor.Descriptor + + class _MetricType: + ValueType = typing.NewType("ValueType", builtins.int) + V: typing_extensions.TypeAlias = ValueType + + class _MetricTypeEnumTypeWrapper(google.protobuf.internal.enum_type_wrapper._EnumTypeWrapper[Metric._MetricType.ValueType], builtins.type): + DESCRIPTOR: google.protobuf.descriptor.EnumDescriptor + COUNTER: Metric._MetricType.ValueType # 0 + GAUGE: Metric._MetricType.ValueType # 1 + TIMER: Metric._MetricType.ValueType # 2 + class MetricType(_MetricType, metaclass=_MetricTypeEnumTypeWrapper): ... + COUNTER: Metric.MetricType.ValueType # 0 + GAUGE: Metric.MetricType.ValueType # 1 + TIMER: Metric.MetricType.ValueType # 2 + + @typing.final class TagsEntry(google.protobuf.message.Message): - DESCRIPTOR: google.protobuf.descriptor.Descriptor = ... + DESCRIPTOR: google.protobuf.descriptor.Descriptor + KEY_FIELD_NUMBER: builtins.int VALUE_FIELD_NUMBER: builtins.int - key: typing.Text = ... - value: typing.Text = ... - - def __init__(self, + key: builtins.str + value: builtins.str + def __init__( + self, *, - key : typing.Text = ..., - value : typing.Text = ..., - ) -> None: ... - def ClearField(self, field_name: typing_extensions.Literal[u"key",b"key",u"value",b"value"]) -> None: ... + key: builtins.str = ..., + value: builtins.str = ..., + ) -> None: ... + def ClearField(self, field_name: typing.Literal["key", b"key", "value", b"value"]) -> None: ... KEY_FIELD_NUMBER: builtins.int TYPE_FIELD_NUMBER: builtins.int VALUE_FIELD_NUMBER: builtins.int TAGS_FIELD_NUMBER: builtins.int - key: typing.Text = ... - type: global___Metric.MetricType.V = ... - value: builtins.float = ... - + key: builtins.str + type: global___Metric.MetricType.ValueType + value: builtins.float @property - def tags(self) -> google.protobuf.internal.containers.ScalarMap[typing.Text, typing.Text]: ... - - def __init__(self, + def tags(self) -> google.protobuf.internal.containers.ScalarMap[builtins.str, builtins.str]: ... + def __init__( + self, *, - key : typing.Text = ..., - type : global___Metric.MetricType.V = ..., - value : builtins.float = ..., - tags : typing.Optional[typing.Mapping[typing.Text, typing.Text]] = ..., - ) -> None: ... - def ClearField(self, field_name: typing_extensions.Literal[u"key",b"key",u"tags",b"tags",u"type",b"type",u"value",b"value"]) -> None: ... + key: builtins.str = ..., + type: global___Metric.MetricType.ValueType = ..., + value: builtins.float = ..., + tags: collections.abc.Mapping[builtins.str, builtins.str] | None = ..., + ) -> None: ... + def ClearField(self, field_name: typing.Literal["key", b"key", "tags", b"tags", "type", b"type", "value", b"value"]) -> None: ... + global___Metric = Metric +@typing.final class SeldonMessageList(google.protobuf.message.Message): - DESCRIPTOR: google.protobuf.descriptor.Descriptor = ... - SELDONMESSAGES_FIELD_NUMBER: builtins.int + DESCRIPTOR: google.protobuf.descriptor.Descriptor + SELDONMESSAGES_FIELD_NUMBER: builtins.int @property def seldonMessages(self) -> google.protobuf.internal.containers.RepeatedCompositeFieldContainer[global___SeldonMessage]: ... - - def __init__(self, + def __init__( + self, *, - seldonMessages : typing.Optional[typing.Iterable[global___SeldonMessage]] = ..., - ) -> None: ... - def ClearField(self, field_name: typing_extensions.Literal[u"seldonMessages",b"seldonMessages"]) -> None: ... + seldonMessages: collections.abc.Iterable[global___SeldonMessage] | None = ..., + ) -> None: ... + def ClearField(self, field_name: typing.Literal["seldonMessages", b"seldonMessages"]) -> None: ... + global___SeldonMessageList = SeldonMessageList +@typing.final class Status(google.protobuf.message.Message): - DESCRIPTOR: google.protobuf.descriptor.Descriptor = ... - class _StatusFlag(google.protobuf.internal.enum_type_wrapper._EnumTypeWrapper[StatusFlag.V], builtins.type): - DESCRIPTOR: google.protobuf.descriptor.EnumDescriptor = ... - SUCCESS = Status.StatusFlag.V(0) - FAILURE = Status.StatusFlag.V(1) - class StatusFlag(metaclass=_StatusFlag): - V = typing.NewType('V', builtins.int) - SUCCESS = Status.StatusFlag.V(0) - FAILURE = Status.StatusFlag.V(1) + DESCRIPTOR: google.protobuf.descriptor.Descriptor + + class _StatusFlag: + ValueType = typing.NewType("ValueType", builtins.int) + V: typing_extensions.TypeAlias = ValueType + + class _StatusFlagEnumTypeWrapper(google.protobuf.internal.enum_type_wrapper._EnumTypeWrapper[Status._StatusFlag.ValueType], builtins.type): + DESCRIPTOR: google.protobuf.descriptor.EnumDescriptor + SUCCESS: Status._StatusFlag.ValueType # 0 + FAILURE: Status._StatusFlag.ValueType # 1 + + class StatusFlag(_StatusFlag, metaclass=_StatusFlagEnumTypeWrapper): ... + SUCCESS: Status.StatusFlag.ValueType # 0 + FAILURE: Status.StatusFlag.ValueType # 1 CODE_FIELD_NUMBER: builtins.int INFO_FIELD_NUMBER: builtins.int REASON_FIELD_NUMBER: builtins.int STATUS_FIELD_NUMBER: builtins.int - code: builtins.int = ... - info: typing.Text = ... - reason: typing.Text = ... - status: global___Status.StatusFlag.V = ... - - def __init__(self, + code: builtins.int + info: builtins.str + reason: builtins.str + status: global___Status.StatusFlag.ValueType + def __init__( + self, *, - code : builtins.int = ..., - info : typing.Text = ..., - reason : typing.Text = ..., - status : global___Status.StatusFlag.V = ..., - ) -> None: ... - def ClearField(self, field_name: typing_extensions.Literal[u"code",b"code",u"info",b"info",u"reason",b"reason",u"status",b"status"]) -> None: ... + code: builtins.int = ..., + info: builtins.str = ..., + reason: builtins.str = ..., + status: global___Status.StatusFlag.ValueType = ..., + ) -> None: ... + def ClearField(self, field_name: typing.Literal["code", b"code", "info", b"info", "reason", b"reason", "status", b"status"]) -> None: ... + global___Status = Status +@typing.final class Feedback(google.protobuf.message.Message): - DESCRIPTOR: google.protobuf.descriptor.Descriptor = ... + DESCRIPTOR: google.protobuf.descriptor.Descriptor + REQUEST_FIELD_NUMBER: builtins.int RESPONSE_FIELD_NUMBER: builtins.int REWARD_FIELD_NUMBER: builtins.int TRUTH_FIELD_NUMBER: builtins.int - reward: builtins.float = ... - + reward: builtins.float @property def request(self) -> global___SeldonMessage: ... - @property def response(self) -> global___SeldonMessage: ... - @property def truth(self) -> global___SeldonMessage: ... - - def __init__(self, + def __init__( + self, *, - request : typing.Optional[global___SeldonMessage] = ..., - response : typing.Optional[global___SeldonMessage] = ..., - reward : builtins.float = ..., - truth : typing.Optional[global___SeldonMessage] = ..., - ) -> None: ... - def HasField(self, field_name: typing_extensions.Literal[u"request",b"request",u"response",b"response",u"truth",b"truth"]) -> builtins.bool: ... - def ClearField(self, field_name: typing_extensions.Literal[u"request",b"request",u"response",b"response",u"reward",b"reward",u"truth",b"truth"]) -> None: ... + request: global___SeldonMessage | None = ..., + response: global___SeldonMessage | None = ..., + reward: builtins.float = ..., + truth: global___SeldonMessage | None = ..., + ) -> None: ... + def HasField(self, field_name: typing.Literal["request", b"request", "response", b"response", "truth", b"truth"]) -> builtins.bool: ... + def ClearField(self, field_name: typing.Literal["request", b"request", "response", b"response", "reward", b"reward", "truth", b"truth"]) -> None: ... + global___Feedback = Feedback +@typing.final class RequestResponse(google.protobuf.message.Message): - DESCRIPTOR: google.protobuf.descriptor.Descriptor = ... + DESCRIPTOR: google.protobuf.descriptor.Descriptor + REQUEST_FIELD_NUMBER: builtins.int RESPONSE_FIELD_NUMBER: builtins.int - @property def request(self) -> global___SeldonMessage: ... - @property def response(self) -> global___SeldonMessage: ... - - def __init__(self, + def __init__( + self, *, - request : typing.Optional[global___SeldonMessage] = ..., - response : typing.Optional[global___SeldonMessage] = ..., - ) -> None: ... - def HasField(self, field_name: typing_extensions.Literal[u"request",b"request",u"response",b"response"]) -> builtins.bool: ... - def ClearField(self, field_name: typing_extensions.Literal[u"request",b"request",u"response",b"response"]) -> None: ... + request: global___SeldonMessage | None = ..., + response: global___SeldonMessage | None = ..., + ) -> None: ... + def HasField(self, field_name: typing.Literal["request", b"request", "response", b"response"]) -> builtins.bool: ... + def ClearField(self, field_name: typing.Literal["request", b"request", "response", b"response"]) -> None: ... + global___RequestResponse = RequestResponse +@typing.final class SeldonModelMetadataRequest(google.protobuf.message.Message): - DESCRIPTOR: google.protobuf.descriptor.Descriptor = ... - NAME_FIELD_NUMBER: builtins.int - name: typing.Text = ... + DESCRIPTOR: google.protobuf.descriptor.Descriptor - def __init__(self, + NAME_FIELD_NUMBER: builtins.int + name: builtins.str + def __init__( + self, *, - name : typing.Text = ..., - ) -> None: ... - def ClearField(self, field_name: typing_extensions.Literal[u"name",b"name"]) -> None: ... + name: builtins.str = ..., + ) -> None: ... + def ClearField(self, field_name: typing.Literal["name", b"name"]) -> None: ... + global___SeldonModelMetadataRequest = SeldonModelMetadataRequest +@typing.final class SeldonMessageMetadata(google.protobuf.message.Message): - DESCRIPTOR: google.protobuf.descriptor.Descriptor = ... + DESCRIPTOR: google.protobuf.descriptor.Descriptor + MESSAGETYPE_FIELD_NUMBER: builtins.int SCHEMA_FIELD_NUMBER: builtins.int NAME_FIELD_NUMBER: builtins.int DATATYPE_FIELD_NUMBER: builtins.int SHAPE_FIELD_NUMBER: builtins.int - messagetype: typing.Text = ... - name: typing.Text = ... - datatype: typing.Text = ... - shape: google.protobuf.internal.containers.RepeatedScalarFieldContainer[builtins.int] = ... - + messagetype: builtins.str + """SeldonMessage Metadata fields""" + name: builtins.str + """KFserving tesnor metadata fields""" + datatype: builtins.str @property def schema(self) -> google.protobuf.struct_pb2.Value: ... - - def __init__(self, + @property + def shape(self) -> google.protobuf.internal.containers.RepeatedScalarFieldContainer[builtins.int]: ... + def __init__( + self, *, - messagetype : typing.Text = ..., - schema : typing.Optional[google.protobuf.struct_pb2.Value] = ..., - name : typing.Text = ..., - datatype : typing.Text = ..., - shape : typing.Optional[typing.Iterable[builtins.int]] = ..., - ) -> None: ... - def HasField(self, field_name: typing_extensions.Literal[u"schema",b"schema"]) -> builtins.bool: ... - def ClearField(self, field_name: typing_extensions.Literal[u"datatype",b"datatype",u"messagetype",b"messagetype",u"name",b"name",u"schema",b"schema",u"shape",b"shape"]) -> None: ... + messagetype: builtins.str = ..., + schema: google.protobuf.struct_pb2.Value | None = ..., + name: builtins.str = ..., + datatype: builtins.str = ..., + shape: collections.abc.Iterable[builtins.int] | None = ..., + ) -> None: ... + def HasField(self, field_name: typing.Literal["schema", b"schema"]) -> builtins.bool: ... + def ClearField(self, field_name: typing.Literal["datatype", b"datatype", "messagetype", b"messagetype", "name", b"name", "schema", b"schema", "shape", b"shape"]) -> None: ... + global___SeldonMessageMetadata = SeldonMessageMetadata +@typing.final class SeldonModelMetadata(google.protobuf.message.Message): - DESCRIPTOR: google.protobuf.descriptor.Descriptor = ... + DESCRIPTOR: google.protobuf.descriptor.Descriptor + + @typing.final class CustomEntry(google.protobuf.message.Message): - DESCRIPTOR: google.protobuf.descriptor.Descriptor = ... + DESCRIPTOR: google.protobuf.descriptor.Descriptor + KEY_FIELD_NUMBER: builtins.int VALUE_FIELD_NUMBER: builtins.int - key: typing.Text = ... - value: typing.Text = ... - - def __init__(self, + key: builtins.str + value: builtins.str + def __init__( + self, *, - key : typing.Text = ..., - value : typing.Text = ..., - ) -> None: ... - def ClearField(self, field_name: typing_extensions.Literal[u"key",b"key",u"value",b"value"]) -> None: ... + key: builtins.str = ..., + value: builtins.str = ..., + ) -> None: ... + def ClearField(self, field_name: typing.Literal["key", b"key", "value", b"value"]) -> None: ... NAME_FIELD_NUMBER: builtins.int VERSIONS_FIELD_NUMBER: builtins.int @@ -379,71 +426,71 @@ class SeldonModelMetadata(google.protobuf.message.Message): INPUTS_FIELD_NUMBER: builtins.int OUTPUTS_FIELD_NUMBER: builtins.int CUSTOM_FIELD_NUMBER: builtins.int - name: typing.Text = ... - versions: google.protobuf.internal.containers.RepeatedScalarFieldContainer[typing.Text] = ... - platform: typing.Text = ... - + name: builtins.str + platform: builtins.str + @property + def versions(self) -> google.protobuf.internal.containers.RepeatedScalarFieldContainer[builtins.str]: ... @property def inputs(self) -> google.protobuf.internal.containers.RepeatedCompositeFieldContainer[global___SeldonMessageMetadata]: ... - @property def outputs(self) -> google.protobuf.internal.containers.RepeatedCompositeFieldContainer[global___SeldonMessageMetadata]: ... - @property - def custom(self) -> google.protobuf.internal.containers.ScalarMap[typing.Text, typing.Text]: ... - - def __init__(self, + def custom(self) -> google.protobuf.internal.containers.ScalarMap[builtins.str, builtins.str]: ... + def __init__( + self, *, - name : typing.Text = ..., - versions : typing.Optional[typing.Iterable[typing.Text]] = ..., - platform : typing.Text = ..., - inputs : typing.Optional[typing.Iterable[global___SeldonMessageMetadata]] = ..., - outputs : typing.Optional[typing.Iterable[global___SeldonMessageMetadata]] = ..., - custom : typing.Optional[typing.Mapping[typing.Text, typing.Text]] = ..., - ) -> None: ... - def ClearField(self, field_name: typing_extensions.Literal[u"custom",b"custom",u"inputs",b"inputs",u"name",b"name",u"outputs",b"outputs",u"platform",b"platform",u"versions",b"versions"]) -> None: ... + name: builtins.str = ..., + versions: collections.abc.Iterable[builtins.str] | None = ..., + platform: builtins.str = ..., + inputs: collections.abc.Iterable[global___SeldonMessageMetadata] | None = ..., + outputs: collections.abc.Iterable[global___SeldonMessageMetadata] | None = ..., + custom: collections.abc.Mapping[builtins.str, builtins.str] | None = ..., + ) -> None: ... + def ClearField(self, field_name: typing.Literal["custom", b"custom", "inputs", b"inputs", "name", b"name", "outputs", b"outputs", "platform", b"platform", "versions", b"versions"]) -> None: ... + global___SeldonModelMetadata = SeldonModelMetadata +@typing.final class SeldonGraphMetadata(google.protobuf.message.Message): - DESCRIPTOR: google.protobuf.descriptor.Descriptor = ... + DESCRIPTOR: google.protobuf.descriptor.Descriptor + + @typing.final class ModelsEntry(google.protobuf.message.Message): - DESCRIPTOR: google.protobuf.descriptor.Descriptor = ... + DESCRIPTOR: google.protobuf.descriptor.Descriptor + KEY_FIELD_NUMBER: builtins.int VALUE_FIELD_NUMBER: builtins.int - key: typing.Text = ... - + key: builtins.str @property def value(self) -> global___SeldonModelMetadata: ... - - def __init__(self, + def __init__( + self, *, - key : typing.Text = ..., - value : typing.Optional[global___SeldonModelMetadata] = ..., - ) -> None: ... - def HasField(self, field_name: typing_extensions.Literal[u"value",b"value"]) -> builtins.bool: ... - def ClearField(self, field_name: typing_extensions.Literal[u"key",b"key",u"value",b"value"]) -> None: ... + key: builtins.str = ..., + value: global___SeldonModelMetadata | None = ..., + ) -> None: ... + def HasField(self, field_name: typing.Literal["value", b"value"]) -> builtins.bool: ... + def ClearField(self, field_name: typing.Literal["key", b"key", "value", b"value"]) -> None: ... NAME_FIELD_NUMBER: builtins.int MODELS_FIELD_NUMBER: builtins.int INPUTS_FIELD_NUMBER: builtins.int OUTPUTS_FIELD_NUMBER: builtins.int - name: typing.Text = ... - + name: builtins.str @property - def models(self) -> google.protobuf.internal.containers.MessageMap[typing.Text, global___SeldonModelMetadata]: ... - + def models(self) -> google.protobuf.internal.containers.MessageMap[builtins.str, global___SeldonModelMetadata]: ... @property def inputs(self) -> google.protobuf.internal.containers.RepeatedCompositeFieldContainer[global___SeldonMessageMetadata]: ... - @property def outputs(self) -> google.protobuf.internal.containers.RepeatedCompositeFieldContainer[global___SeldonMessageMetadata]: ... - - def __init__(self, + def __init__( + self, *, - name : typing.Text = ..., - models : typing.Optional[typing.Mapping[typing.Text, global___SeldonModelMetadata]] = ..., - inputs : typing.Optional[typing.Iterable[global___SeldonMessageMetadata]] = ..., - outputs : typing.Optional[typing.Iterable[global___SeldonMessageMetadata]] = ..., - ) -> None: ... - def ClearField(self, field_name: typing_extensions.Literal[u"inputs",b"inputs",u"models",b"models",u"name",b"name",u"outputs",b"outputs"]) -> None: ... + name: builtins.str = ..., + models: collections.abc.Mapping[builtins.str, global___SeldonModelMetadata] | None = ..., + inputs: collections.abc.Iterable[global___SeldonMessageMetadata] | None = ..., + outputs: collections.abc.Iterable[global___SeldonMessageMetadata] | None = ..., + ) -> None: ... + def ClearField(self, field_name: typing.Literal["inputs", b"inputs", "models", b"models", "name", b"name", "outputs", b"outputs"]) -> None: ... + global___SeldonGraphMetadata = SeldonGraphMetadata diff --git a/python/seldon_core/proto/prediction_pb2_grpc.py b/python/seldon_core/proto/prediction_pb2_grpc.py index c9426183d1..32eb8fd749 100644 --- a/python/seldon_core/proto/prediction_pb2_grpc.py +++ b/python/seldon_core/proto/prediction_pb2_grpc.py @@ -1,10 +1,30 @@ # Generated by the gRPC Python protocol compiler plugin. DO NOT EDIT! """Client and server classes corresponding to protobuf-defined services.""" import grpc +import warnings from google.protobuf import empty_pb2 as google_dot_protobuf_dot_empty__pb2 from seldon_core.proto import prediction_pb2 as proto_dot_prediction__pb2 +GRPC_GENERATED_VERSION = '1.70.0' +GRPC_VERSION = grpc.__version__ +_version_not_supported = False + +try: + from grpc._utilities import first_version_is_lower + _version_not_supported = first_version_is_lower(GRPC_VERSION, GRPC_GENERATED_VERSION) +except ImportError: + _version_not_supported = True + +if _version_not_supported: + raise RuntimeError( + f'The grpc package installed is at version {GRPC_VERSION},' + + f' but the generated code in proto/prediction_pb2_grpc.py depends on' + + f' grpcio>={GRPC_GENERATED_VERSION}.' + + f' Please upgrade your grpc module to grpcio>={GRPC_GENERATED_VERSION}' + + f' or downgrade your generated code using grpcio-tools<={GRPC_VERSION}.' + ) + class GenericStub(object): """[END Messages] @@ -23,27 +43,27 @@ def __init__(self, channel): '/seldon.protos.Generic/TransformInput', request_serializer=proto_dot_prediction__pb2.SeldonMessage.SerializeToString, response_deserializer=proto_dot_prediction__pb2.SeldonMessage.FromString, - ) + _registered_method=True) self.TransformOutput = channel.unary_unary( '/seldon.protos.Generic/TransformOutput', request_serializer=proto_dot_prediction__pb2.SeldonMessage.SerializeToString, response_deserializer=proto_dot_prediction__pb2.SeldonMessage.FromString, - ) + _registered_method=True) self.Route = channel.unary_unary( '/seldon.protos.Generic/Route', request_serializer=proto_dot_prediction__pb2.SeldonMessage.SerializeToString, response_deserializer=proto_dot_prediction__pb2.SeldonMessage.FromString, - ) + _registered_method=True) self.Aggregate = channel.unary_unary( '/seldon.protos.Generic/Aggregate', request_serializer=proto_dot_prediction__pb2.SeldonMessageList.SerializeToString, response_deserializer=proto_dot_prediction__pb2.SeldonMessage.FromString, - ) + _registered_method=True) self.SendFeedback = channel.unary_unary( '/seldon.protos.Generic/SendFeedback', request_serializer=proto_dot_prediction__pb2.Feedback.SerializeToString, response_deserializer=proto_dot_prediction__pb2.SeldonMessage.FromString, - ) + _registered_method=True) class GenericServicer(object): @@ -115,6 +135,7 @@ def add_GenericServicer_to_server(servicer, server): generic_handler = grpc.method_handlers_generic_handler( 'seldon.protos.Generic', rpc_method_handlers) server.add_generic_rpc_handlers((generic_handler,)) + server.add_registered_method_handlers('seldon.protos.Generic', rpc_method_handlers) # This class is part of an EXPERIMENTAL API. @@ -136,11 +157,21 @@ def TransformInput(request, wait_for_ready=None, timeout=None, metadata=None): - return grpc.experimental.unary_unary(request, target, '/seldon.protos.Generic/TransformInput', + return grpc.experimental.unary_unary( + request, + target, + '/seldon.protos.Generic/TransformInput', proto_dot_prediction__pb2.SeldonMessage.SerializeToString, proto_dot_prediction__pb2.SeldonMessage.FromString, - options, channel_credentials, - insecure, call_credentials, compression, wait_for_ready, timeout, metadata) + options, + channel_credentials, + insecure, + call_credentials, + compression, + wait_for_ready, + timeout, + metadata, + _registered_method=True) @staticmethod def TransformOutput(request, @@ -153,11 +184,21 @@ def TransformOutput(request, wait_for_ready=None, timeout=None, metadata=None): - return grpc.experimental.unary_unary(request, target, '/seldon.protos.Generic/TransformOutput', + return grpc.experimental.unary_unary( + request, + target, + '/seldon.protos.Generic/TransformOutput', proto_dot_prediction__pb2.SeldonMessage.SerializeToString, proto_dot_prediction__pb2.SeldonMessage.FromString, - options, channel_credentials, - insecure, call_credentials, compression, wait_for_ready, timeout, metadata) + options, + channel_credentials, + insecure, + call_credentials, + compression, + wait_for_ready, + timeout, + metadata, + _registered_method=True) @staticmethod def Route(request, @@ -170,11 +211,21 @@ def Route(request, wait_for_ready=None, timeout=None, metadata=None): - return grpc.experimental.unary_unary(request, target, '/seldon.protos.Generic/Route', + return grpc.experimental.unary_unary( + request, + target, + '/seldon.protos.Generic/Route', proto_dot_prediction__pb2.SeldonMessage.SerializeToString, proto_dot_prediction__pb2.SeldonMessage.FromString, - options, channel_credentials, - insecure, call_credentials, compression, wait_for_ready, timeout, metadata) + options, + channel_credentials, + insecure, + call_credentials, + compression, + wait_for_ready, + timeout, + metadata, + _registered_method=True) @staticmethod def Aggregate(request, @@ -187,11 +238,21 @@ def Aggregate(request, wait_for_ready=None, timeout=None, metadata=None): - return grpc.experimental.unary_unary(request, target, '/seldon.protos.Generic/Aggregate', + return grpc.experimental.unary_unary( + request, + target, + '/seldon.protos.Generic/Aggregate', proto_dot_prediction__pb2.SeldonMessageList.SerializeToString, proto_dot_prediction__pb2.SeldonMessage.FromString, - options, channel_credentials, - insecure, call_credentials, compression, wait_for_ready, timeout, metadata) + options, + channel_credentials, + insecure, + call_credentials, + compression, + wait_for_ready, + timeout, + metadata, + _registered_method=True) @staticmethod def SendFeedback(request, @@ -204,11 +265,21 @@ def SendFeedback(request, wait_for_ready=None, timeout=None, metadata=None): - return grpc.experimental.unary_unary(request, target, '/seldon.protos.Generic/SendFeedback', + return grpc.experimental.unary_unary( + request, + target, + '/seldon.protos.Generic/SendFeedback', proto_dot_prediction__pb2.Feedback.SerializeToString, proto_dot_prediction__pb2.SeldonMessage.FromString, - options, channel_credentials, - insecure, call_credentials, compression, wait_for_ready, timeout, metadata) + options, + channel_credentials, + insecure, + call_credentials, + compression, + wait_for_ready, + timeout, + metadata, + _registered_method=True) class ModelStub(object): @@ -224,17 +295,17 @@ def __init__(self, channel): '/seldon.protos.Model/Predict', request_serializer=proto_dot_prediction__pb2.SeldonMessage.SerializeToString, response_deserializer=proto_dot_prediction__pb2.SeldonMessage.FromString, - ) + _registered_method=True) self.SendFeedback = channel.unary_unary( '/seldon.protos.Model/SendFeedback', request_serializer=proto_dot_prediction__pb2.Feedback.SerializeToString, response_deserializer=proto_dot_prediction__pb2.SeldonMessage.FromString, - ) + _registered_method=True) self.Metadata = channel.unary_unary( '/seldon.protos.Model/Metadata', request_serializer=google_dot_protobuf_dot_empty__pb2.Empty.SerializeToString, response_deserializer=proto_dot_prediction__pb2.SeldonModelMetadata.FromString, - ) + _registered_method=True) class ModelServicer(object): @@ -280,6 +351,7 @@ def add_ModelServicer_to_server(servicer, server): generic_handler = grpc.method_handlers_generic_handler( 'seldon.protos.Model', rpc_method_handlers) server.add_generic_rpc_handlers((generic_handler,)) + server.add_registered_method_handlers('seldon.protos.Model', rpc_method_handlers) # This class is part of an EXPERIMENTAL API. @@ -297,11 +369,21 @@ def Predict(request, wait_for_ready=None, timeout=None, metadata=None): - return grpc.experimental.unary_unary(request, target, '/seldon.protos.Model/Predict', + return grpc.experimental.unary_unary( + request, + target, + '/seldon.protos.Model/Predict', proto_dot_prediction__pb2.SeldonMessage.SerializeToString, proto_dot_prediction__pb2.SeldonMessage.FromString, - options, channel_credentials, - insecure, call_credentials, compression, wait_for_ready, timeout, metadata) + options, + channel_credentials, + insecure, + call_credentials, + compression, + wait_for_ready, + timeout, + metadata, + _registered_method=True) @staticmethod def SendFeedback(request, @@ -314,11 +396,21 @@ def SendFeedback(request, wait_for_ready=None, timeout=None, metadata=None): - return grpc.experimental.unary_unary(request, target, '/seldon.protos.Model/SendFeedback', + return grpc.experimental.unary_unary( + request, + target, + '/seldon.protos.Model/SendFeedback', proto_dot_prediction__pb2.Feedback.SerializeToString, proto_dot_prediction__pb2.SeldonMessage.FromString, - options, channel_credentials, - insecure, call_credentials, compression, wait_for_ready, timeout, metadata) + options, + channel_credentials, + insecure, + call_credentials, + compression, + wait_for_ready, + timeout, + metadata, + _registered_method=True) @staticmethod def Metadata(request, @@ -331,11 +423,21 @@ def Metadata(request, wait_for_ready=None, timeout=None, metadata=None): - return grpc.experimental.unary_unary(request, target, '/seldon.protos.Model/Metadata', + return grpc.experimental.unary_unary( + request, + target, + '/seldon.protos.Model/Metadata', google_dot_protobuf_dot_empty__pb2.Empty.SerializeToString, proto_dot_prediction__pb2.SeldonModelMetadata.FromString, - options, channel_credentials, - insecure, call_credentials, compression, wait_for_ready, timeout, metadata) + options, + channel_credentials, + insecure, + call_credentials, + compression, + wait_for_ready, + timeout, + metadata, + _registered_method=True) class RouterStub(object): @@ -351,12 +453,12 @@ def __init__(self, channel): '/seldon.protos.Router/Route', request_serializer=proto_dot_prediction__pb2.SeldonMessage.SerializeToString, response_deserializer=proto_dot_prediction__pb2.SeldonMessage.FromString, - ) + _registered_method=True) self.SendFeedback = channel.unary_unary( '/seldon.protos.Router/SendFeedback', request_serializer=proto_dot_prediction__pb2.Feedback.SerializeToString, response_deserializer=proto_dot_prediction__pb2.SeldonMessage.FromString, - ) + _registered_method=True) class RouterServicer(object): @@ -391,6 +493,7 @@ def add_RouterServicer_to_server(servicer, server): generic_handler = grpc.method_handlers_generic_handler( 'seldon.protos.Router', rpc_method_handlers) server.add_generic_rpc_handlers((generic_handler,)) + server.add_registered_method_handlers('seldon.protos.Router', rpc_method_handlers) # This class is part of an EXPERIMENTAL API. @@ -408,11 +511,21 @@ def Route(request, wait_for_ready=None, timeout=None, metadata=None): - return grpc.experimental.unary_unary(request, target, '/seldon.protos.Router/Route', + return grpc.experimental.unary_unary( + request, + target, + '/seldon.protos.Router/Route', proto_dot_prediction__pb2.SeldonMessage.SerializeToString, proto_dot_prediction__pb2.SeldonMessage.FromString, - options, channel_credentials, - insecure, call_credentials, compression, wait_for_ready, timeout, metadata) + options, + channel_credentials, + insecure, + call_credentials, + compression, + wait_for_ready, + timeout, + metadata, + _registered_method=True) @staticmethod def SendFeedback(request, @@ -425,11 +538,21 @@ def SendFeedback(request, wait_for_ready=None, timeout=None, metadata=None): - return grpc.experimental.unary_unary(request, target, '/seldon.protos.Router/SendFeedback', + return grpc.experimental.unary_unary( + request, + target, + '/seldon.protos.Router/SendFeedback', proto_dot_prediction__pb2.Feedback.SerializeToString, proto_dot_prediction__pb2.SeldonMessage.FromString, - options, channel_credentials, - insecure, call_credentials, compression, wait_for_ready, timeout, metadata) + options, + channel_credentials, + insecure, + call_credentials, + compression, + wait_for_ready, + timeout, + metadata, + _registered_method=True) class TransformerStub(object): @@ -445,7 +568,7 @@ def __init__(self, channel): '/seldon.protos.Transformer/TransformInput', request_serializer=proto_dot_prediction__pb2.SeldonMessage.SerializeToString, response_deserializer=proto_dot_prediction__pb2.SeldonMessage.FromString, - ) + _registered_method=True) class TransformerServicer(object): @@ -469,6 +592,7 @@ def add_TransformerServicer_to_server(servicer, server): generic_handler = grpc.method_handlers_generic_handler( 'seldon.protos.Transformer', rpc_method_handlers) server.add_generic_rpc_handlers((generic_handler,)) + server.add_registered_method_handlers('seldon.protos.Transformer', rpc_method_handlers) # This class is part of an EXPERIMENTAL API. @@ -486,11 +610,21 @@ def TransformInput(request, wait_for_ready=None, timeout=None, metadata=None): - return grpc.experimental.unary_unary(request, target, '/seldon.protos.Transformer/TransformInput', + return grpc.experimental.unary_unary( + request, + target, + '/seldon.protos.Transformer/TransformInput', proto_dot_prediction__pb2.SeldonMessage.SerializeToString, proto_dot_prediction__pb2.SeldonMessage.FromString, - options, channel_credentials, - insecure, call_credentials, compression, wait_for_ready, timeout, metadata) + options, + channel_credentials, + insecure, + call_credentials, + compression, + wait_for_ready, + timeout, + metadata, + _registered_method=True) class OutputTransformerStub(object): @@ -506,7 +640,7 @@ def __init__(self, channel): '/seldon.protos.OutputTransformer/TransformOutput', request_serializer=proto_dot_prediction__pb2.SeldonMessage.SerializeToString, response_deserializer=proto_dot_prediction__pb2.SeldonMessage.FromString, - ) + _registered_method=True) class OutputTransformerServicer(object): @@ -530,6 +664,7 @@ def add_OutputTransformerServicer_to_server(servicer, server): generic_handler = grpc.method_handlers_generic_handler( 'seldon.protos.OutputTransformer', rpc_method_handlers) server.add_generic_rpc_handlers((generic_handler,)) + server.add_registered_method_handlers('seldon.protos.OutputTransformer', rpc_method_handlers) # This class is part of an EXPERIMENTAL API. @@ -547,11 +682,21 @@ def TransformOutput(request, wait_for_ready=None, timeout=None, metadata=None): - return grpc.experimental.unary_unary(request, target, '/seldon.protos.OutputTransformer/TransformOutput', + return grpc.experimental.unary_unary( + request, + target, + '/seldon.protos.OutputTransformer/TransformOutput', proto_dot_prediction__pb2.SeldonMessage.SerializeToString, proto_dot_prediction__pb2.SeldonMessage.FromString, - options, channel_credentials, - insecure, call_credentials, compression, wait_for_ready, timeout, metadata) + options, + channel_credentials, + insecure, + call_credentials, + compression, + wait_for_ready, + timeout, + metadata, + _registered_method=True) class CombinerStub(object): @@ -567,7 +712,7 @@ def __init__(self, channel): '/seldon.protos.Combiner/Aggregate', request_serializer=proto_dot_prediction__pb2.SeldonMessageList.SerializeToString, response_deserializer=proto_dot_prediction__pb2.SeldonMessage.FromString, - ) + _registered_method=True) class CombinerServicer(object): @@ -591,6 +736,7 @@ def add_CombinerServicer_to_server(servicer, server): generic_handler = grpc.method_handlers_generic_handler( 'seldon.protos.Combiner', rpc_method_handlers) server.add_generic_rpc_handlers((generic_handler,)) + server.add_registered_method_handlers('seldon.protos.Combiner', rpc_method_handlers) # This class is part of an EXPERIMENTAL API. @@ -608,11 +754,21 @@ def Aggregate(request, wait_for_ready=None, timeout=None, metadata=None): - return grpc.experimental.unary_unary(request, target, '/seldon.protos.Combiner/Aggregate', + return grpc.experimental.unary_unary( + request, + target, + '/seldon.protos.Combiner/Aggregate', proto_dot_prediction__pb2.SeldonMessageList.SerializeToString, proto_dot_prediction__pb2.SeldonMessage.FromString, - options, channel_credentials, - insecure, call_credentials, compression, wait_for_ready, timeout, metadata) + options, + channel_credentials, + insecure, + call_credentials, + compression, + wait_for_ready, + timeout, + metadata, + _registered_method=True) class SeldonStub(object): @@ -628,22 +784,22 @@ def __init__(self, channel): '/seldon.protos.Seldon/Predict', request_serializer=proto_dot_prediction__pb2.SeldonMessage.SerializeToString, response_deserializer=proto_dot_prediction__pb2.SeldonMessage.FromString, - ) + _registered_method=True) self.SendFeedback = channel.unary_unary( '/seldon.protos.Seldon/SendFeedback', request_serializer=proto_dot_prediction__pb2.Feedback.SerializeToString, response_deserializer=proto_dot_prediction__pb2.SeldonMessage.FromString, - ) + _registered_method=True) self.ModelMetadata = channel.unary_unary( '/seldon.protos.Seldon/ModelMetadata', request_serializer=proto_dot_prediction__pb2.SeldonModelMetadataRequest.SerializeToString, response_deserializer=proto_dot_prediction__pb2.SeldonModelMetadata.FromString, - ) + _registered_method=True) self.GraphMetadata = channel.unary_unary( '/seldon.protos.Seldon/GraphMetadata', request_serializer=google_dot_protobuf_dot_empty__pb2.Empty.SerializeToString, response_deserializer=proto_dot_prediction__pb2.SeldonGraphMetadata.FromString, - ) + _registered_method=True) class SeldonServicer(object): @@ -700,6 +856,7 @@ def add_SeldonServicer_to_server(servicer, server): generic_handler = grpc.method_handlers_generic_handler( 'seldon.protos.Seldon', rpc_method_handlers) server.add_generic_rpc_handlers((generic_handler,)) + server.add_registered_method_handlers('seldon.protos.Seldon', rpc_method_handlers) # This class is part of an EXPERIMENTAL API. @@ -717,11 +874,21 @@ def Predict(request, wait_for_ready=None, timeout=None, metadata=None): - return grpc.experimental.unary_unary(request, target, '/seldon.protos.Seldon/Predict', + return grpc.experimental.unary_unary( + request, + target, + '/seldon.protos.Seldon/Predict', proto_dot_prediction__pb2.SeldonMessage.SerializeToString, proto_dot_prediction__pb2.SeldonMessage.FromString, - options, channel_credentials, - insecure, call_credentials, compression, wait_for_ready, timeout, metadata) + options, + channel_credentials, + insecure, + call_credentials, + compression, + wait_for_ready, + timeout, + metadata, + _registered_method=True) @staticmethod def SendFeedback(request, @@ -734,11 +901,21 @@ def SendFeedback(request, wait_for_ready=None, timeout=None, metadata=None): - return grpc.experimental.unary_unary(request, target, '/seldon.protos.Seldon/SendFeedback', + return grpc.experimental.unary_unary( + request, + target, + '/seldon.protos.Seldon/SendFeedback', proto_dot_prediction__pb2.Feedback.SerializeToString, proto_dot_prediction__pb2.SeldonMessage.FromString, - options, channel_credentials, - insecure, call_credentials, compression, wait_for_ready, timeout, metadata) + options, + channel_credentials, + insecure, + call_credentials, + compression, + wait_for_ready, + timeout, + metadata, + _registered_method=True) @staticmethod def ModelMetadata(request, @@ -751,11 +928,21 @@ def ModelMetadata(request, wait_for_ready=None, timeout=None, metadata=None): - return grpc.experimental.unary_unary(request, target, '/seldon.protos.Seldon/ModelMetadata', + return grpc.experimental.unary_unary( + request, + target, + '/seldon.protos.Seldon/ModelMetadata', proto_dot_prediction__pb2.SeldonModelMetadataRequest.SerializeToString, proto_dot_prediction__pb2.SeldonModelMetadata.FromString, - options, channel_credentials, - insecure, call_credentials, compression, wait_for_ready, timeout, metadata) + options, + channel_credentials, + insecure, + call_credentials, + compression, + wait_for_ready, + timeout, + metadata, + _registered_method=True) @staticmethod def GraphMetadata(request, @@ -768,8 +955,18 @@ def GraphMetadata(request, wait_for_ready=None, timeout=None, metadata=None): - return grpc.experimental.unary_unary(request, target, '/seldon.protos.Seldon/GraphMetadata', + return grpc.experimental.unary_unary( + request, + target, + '/seldon.protos.Seldon/GraphMetadata', google_dot_protobuf_dot_empty__pb2.Empty.SerializeToString, proto_dot_prediction__pb2.SeldonGraphMetadata.FromString, - options, channel_credentials, - insecure, call_credentials, compression, wait_for_ready, timeout, metadata) + options, + channel_credentials, + insecure, + call_credentials, + compression, + wait_for_ready, + timeout, + metadata, + _registered_method=True) diff --git a/python/seldon_core/proto/tensorflow/core/framework/resource_handle.proto b/python/seldon_core/proto/tensorflow/core/framework/resource_handle.proto index 5a41750475..aa53f7ff16 100644 --- a/python/seldon_core/proto/tensorflow/core/framework/resource_handle.proto +++ b/python/seldon_core/proto/tensorflow/core/framework/resource_handle.proto @@ -34,7 +34,9 @@ message ResourceHandleProto { // Protocol buffer representing a pair of (data type, tensor shape). message DtypeAndShape { + // Data type of the tensor. DataType dtype = 1; + // Shape of the tensor. TensorShapeProto shape = 2; } diff --git a/python/seldon_core/proto/tensorflow/core/framework/resource_handle_pb2.py b/python/seldon_core/proto/tensorflow/core/framework/resource_handle_pb2.py index 6283cac73d..db7652cd1e 100644 --- a/python/seldon_core/proto/tensorflow/core/framework/resource_handle_pb2.py +++ b/python/seldon_core/proto/tensorflow/core/framework/resource_handle_pb2.py @@ -1,11 +1,22 @@ # -*- coding: utf-8 -*- # Generated by the protocol buffer compiler. DO NOT EDIT! +# NO CHECKED-IN PROTOBUF GENCODE # source: tensorflow/core/framework/resource_handle.proto +# Protobuf Python Version: 5.29.0 """Generated protocol buffer code.""" from google.protobuf import descriptor as _descriptor -from google.protobuf import message as _message -from google.protobuf import reflection as _reflection +from google.protobuf import descriptor_pool as _descriptor_pool +from google.protobuf import runtime_version as _runtime_version from google.protobuf import symbol_database as _symbol_database +from google.protobuf.internal import builder as _builder +_runtime_version.ValidateProtobufRuntimeVersion( + _runtime_version.Domain.PUBLIC, + 5, + 29, + 0, + '', + 'tensorflow/core/framework/resource_handle.proto' +) # @@protoc_insertion_point(imports) _sym_db = _symbol_database.Default() @@ -15,145 +26,16 @@ from . import types_pb2 as tensorflow_dot_core_dot_framework_dot_types__pb2 -DESCRIPTOR = _descriptor.FileDescriptor( - name='tensorflow/core/framework/resource_handle.proto', - package='tensorflow', - syntax='proto3', - serialized_options=b'\n\030org.tensorflow.frameworkB\016ResourceHandleP\001ZVgithub.com/tensorflow/tensorflow/tensorflow/go/core/framework/resource_handle_go_proto\370\001\001', - create_key=_descriptor._internal_create_key, - serialized_pb=b'\n/tensorflow/core/framework/resource_handle.proto\x12\ntensorflow\x1a,tensorflow/core/framework/tensor_shape.proto\x1a%tensorflow/core/framework/types.proto\"\xa5\x02\n\x13ResourceHandleProto\x12\x0e\n\x06\x64\x65vice\x18\x01 \x01(\t\x12\x11\n\tcontainer\x18\x02 \x01(\t\x12\x0c\n\x04name\x18\x03 \x01(\t\x12\x11\n\thash_code\x18\x04 \x01(\x04\x12\x17\n\x0fmaybe_type_name\x18\x05 \x01(\t\x12H\n\x11\x64types_and_shapes\x18\x06 \x03(\x0b\x32-.tensorflow.ResourceHandleProto.DtypeAndShape\x1a\x61\n\rDtypeAndShape\x12#\n\x05\x64type\x18\x01 \x01(\x0e\x32\x14.tensorflow.DataType\x12+\n\x05shape\x18\x02 \x01(\x0b\x32\x1c.tensorflow.TensorShapeProtoJ\x04\x08\x07\x10\x08\x42\x87\x01\n\x18org.tensorflow.frameworkB\x0eResourceHandleP\x01ZVgithub.com/tensorflow/tensorflow/tensorflow/go/core/framework/resource_handle_go_proto\xf8\x01\x01\x62\x06proto3' - , - dependencies=[tensorflow_dot_core_dot_framework_dot_tensor__shape__pb2.DESCRIPTOR,tensorflow_dot_core_dot_framework_dot_types__pb2.DESCRIPTOR,]) - - - - -_RESOURCEHANDLEPROTO_DTYPEANDSHAPE = _descriptor.Descriptor( - name='DtypeAndShape', - full_name='tensorflow.ResourceHandleProto.DtypeAndShape', - filename=None, - file=DESCRIPTOR, - containing_type=None, - create_key=_descriptor._internal_create_key, - fields=[ - _descriptor.FieldDescriptor( - name='dtype', full_name='tensorflow.ResourceHandleProto.DtypeAndShape.dtype', index=0, - number=1, type=14, cpp_type=8, label=1, - has_default_value=False, default_value=0, - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='shape', full_name='tensorflow.ResourceHandleProto.DtypeAndShape.shape', index=1, - number=2, type=11, cpp_type=10, label=1, - has_default_value=False, default_value=None, - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - ], - extensions=[ - ], - nested_types=[], - enum_types=[ - ], - serialized_options=None, - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=339, - serialized_end=436, -) - -_RESOURCEHANDLEPROTO = _descriptor.Descriptor( - name='ResourceHandleProto', - full_name='tensorflow.ResourceHandleProto', - filename=None, - file=DESCRIPTOR, - containing_type=None, - create_key=_descriptor._internal_create_key, - fields=[ - _descriptor.FieldDescriptor( - name='device', full_name='tensorflow.ResourceHandleProto.device', index=0, - number=1, type=9, cpp_type=9, label=1, - has_default_value=False, default_value=b"".decode('utf-8'), - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='container', full_name='tensorflow.ResourceHandleProto.container', index=1, - number=2, type=9, cpp_type=9, label=1, - has_default_value=False, default_value=b"".decode('utf-8'), - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='name', full_name='tensorflow.ResourceHandleProto.name', index=2, - number=3, type=9, cpp_type=9, label=1, - has_default_value=False, default_value=b"".decode('utf-8'), - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='hash_code', full_name='tensorflow.ResourceHandleProto.hash_code', index=3, - number=4, type=4, cpp_type=4, label=1, - has_default_value=False, default_value=0, - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='maybe_type_name', full_name='tensorflow.ResourceHandleProto.maybe_type_name', index=4, - number=5, type=9, cpp_type=9, label=1, - has_default_value=False, default_value=b"".decode('utf-8'), - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='dtypes_and_shapes', full_name='tensorflow.ResourceHandleProto.dtypes_and_shapes', index=5, - number=6, type=11, cpp_type=10, label=3, - has_default_value=False, default_value=[], - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - ], - extensions=[ - ], - nested_types=[_RESOURCEHANDLEPROTO_DTYPEANDSHAPE, ], - enum_types=[ - ], - serialized_options=None, - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=149, - serialized_end=442, -) - -_RESOURCEHANDLEPROTO_DTYPEANDSHAPE.fields_by_name['dtype'].enum_type = tensorflow_dot_core_dot_framework_dot_types__pb2._DATATYPE -_RESOURCEHANDLEPROTO_DTYPEANDSHAPE.fields_by_name['shape'].message_type = tensorflow_dot_core_dot_framework_dot_tensor__shape__pb2._TENSORSHAPEPROTO -_RESOURCEHANDLEPROTO_DTYPEANDSHAPE.containing_type = _RESOURCEHANDLEPROTO -_RESOURCEHANDLEPROTO.fields_by_name['dtypes_and_shapes'].message_type = _RESOURCEHANDLEPROTO_DTYPEANDSHAPE -DESCRIPTOR.message_types_by_name['ResourceHandleProto'] = _RESOURCEHANDLEPROTO -_sym_db.RegisterFileDescriptor(DESCRIPTOR) - -ResourceHandleProto = _reflection.GeneratedProtocolMessageType('ResourceHandleProto', (_message.Message,), { - - 'DtypeAndShape' : _reflection.GeneratedProtocolMessageType('DtypeAndShape', (_message.Message,), { - 'DESCRIPTOR' : _RESOURCEHANDLEPROTO_DTYPEANDSHAPE, - '__module__' : 'tensorflow.core.framework.resource_handle_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.ResourceHandleProto.DtypeAndShape) - }) - , - 'DESCRIPTOR' : _RESOURCEHANDLEPROTO, - '__module__' : 'tensorflow.core.framework.resource_handle_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.ResourceHandleProto) - }) -_sym_db.RegisterMessage(ResourceHandleProto) -_sym_db.RegisterMessage(ResourceHandleProto.DtypeAndShape) - +DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n/tensorflow/core/framework/resource_handle.proto\x12\ntensorflow\x1a,tensorflow/core/framework/tensor_shape.proto\x1a%tensorflow/core/framework/types.proto\"\xa5\x02\n\x13ResourceHandleProto\x12\x0e\n\x06\x64\x65vice\x18\x01 \x01(\t\x12\x11\n\tcontainer\x18\x02 \x01(\t\x12\x0c\n\x04name\x18\x03 \x01(\t\x12\x11\n\thash_code\x18\x04 \x01(\x04\x12\x17\n\x0fmaybe_type_name\x18\x05 \x01(\t\x12H\n\x11\x64types_and_shapes\x18\x06 \x03(\x0b\x32-.tensorflow.ResourceHandleProto.DtypeAndShape\x1a\x61\n\rDtypeAndShape\x12#\n\x05\x64type\x18\x01 \x01(\x0e\x32\x14.tensorflow.DataType\x12+\n\x05shape\x18\x02 \x01(\x0b\x32\x1c.tensorflow.TensorShapeProtoJ\x04\x08\x07\x10\x08\x42\x87\x01\n\x18org.tensorflow.frameworkB\x0eResourceHandleP\x01ZVgithub.com/tensorflow/tensorflow/tensorflow/go/core/framework/resource_handle_go_proto\xf8\x01\x01\x62\x06proto3') -DESCRIPTOR._options = None +_globals = globals() +_builder.BuildMessageAndEnumDescriptors(DESCRIPTOR, _globals) +_builder.BuildTopDescriptorsAndMessages(DESCRIPTOR, 'tensorflow.core.framework.resource_handle_pb2', _globals) +if not _descriptor._USE_C_DESCRIPTORS: + _globals['DESCRIPTOR']._loaded_options = None + _globals['DESCRIPTOR']._serialized_options = b'\n\030org.tensorflow.frameworkB\016ResourceHandleP\001ZVgithub.com/tensorflow/tensorflow/tensorflow/go/core/framework/resource_handle_go_proto\370\001\001' + _globals['_RESOURCEHANDLEPROTO']._serialized_start=149 + _globals['_RESOURCEHANDLEPROTO']._serialized_end=442 + _globals['_RESOURCEHANDLEPROTO_DTYPEANDSHAPE']._serialized_start=339 + _globals['_RESOURCEHANDLEPROTO_DTYPEANDSHAPE']._serialized_end=436 # @@protoc_insertion_point(module_scope) diff --git a/python/seldon_core/proto/tensorflow/core/framework/tensor.proto b/python/seldon_core/proto/tensorflow/core/framework/tensor.proto index 86012a1045..9f5a29aec1 100644 --- a/python/seldon_core/proto/tensorflow/core/framework/tensor.proto +++ b/python/seldon_core/proto/tensorflow/core/framework/tensor.proto @@ -14,6 +14,7 @@ option go_package = "github.com/tensorflow/tensorflow/tensorflow/go/core/framewo // Protocol buffer representing a tensor. message TensorProto { + // Data type of the tensor. DataType dtype = 1; // Shape of the tensor. TODO(touts): sort out the 0-rank issues. diff --git a/python/seldon_core/proto/tensorflow/core/framework/tensor_pb2.py b/python/seldon_core/proto/tensorflow/core/framework/tensor_pb2.py index 44a58cc113..4ef1a940a4 100644 --- a/python/seldon_core/proto/tensorflow/core/framework/tensor_pb2.py +++ b/python/seldon_core/proto/tensorflow/core/framework/tensor_pb2.py @@ -1,11 +1,22 @@ # -*- coding: utf-8 -*- # Generated by the protocol buffer compiler. DO NOT EDIT! +# NO CHECKED-IN PROTOBUF GENCODE # source: tensorflow/core/framework/tensor.proto +# Protobuf Python Version: 5.29.0 """Generated protocol buffer code.""" from google.protobuf import descriptor as _descriptor -from google.protobuf import message as _message -from google.protobuf import reflection as _reflection +from google.protobuf import descriptor_pool as _descriptor_pool +from google.protobuf import runtime_version as _runtime_version from google.protobuf import symbol_database as _symbol_database +from google.protobuf.internal import builder as _builder +_runtime_version.ValidateProtobufRuntimeVersion( + _runtime_version.Domain.PUBLIC, + 5, + 29, + 0, + '', + 'tensorflow/core/framework/tensor.proto' +) # @@protoc_insertion_point(imports) _sym_db = _symbol_database.Default() @@ -16,248 +27,36 @@ from . import types_pb2 as tensorflow_dot_core_dot_framework_dot_types__pb2 -DESCRIPTOR = _descriptor.FileDescriptor( - name='tensorflow/core/framework/tensor.proto', - package='tensorflow', - syntax='proto3', - serialized_options=b'\n\030org.tensorflow.frameworkB\014TensorProtosP\001ZMgithub.com/tensorflow/tensorflow/tensorflow/go/core/framework/tensor_go_proto\370\001\001', - create_key=_descriptor._internal_create_key, - serialized_pb=b'\n&tensorflow/core/framework/tensor.proto\x12\ntensorflow\x1a/tensorflow/core/framework/resource_handle.proto\x1a,tensorflow/core/framework/tensor_shape.proto\x1a%tensorflow/core/framework/types.proto\"\xa0\x04\n\x0bTensorProto\x12#\n\x05\x64type\x18\x01 \x01(\x0e\x32\x14.tensorflow.DataType\x12\x32\n\x0ctensor_shape\x18\x02 \x01(\x0b\x32\x1c.tensorflow.TensorShapeProto\x12\x16\n\x0eversion_number\x18\x03 \x01(\x05\x12\x16\n\x0etensor_content\x18\x04 \x01(\x0c\x12\x14\n\x08half_val\x18\r \x03(\x05\x42\x02\x10\x01\x12\x15\n\tfloat_val\x18\x05 \x03(\x02\x42\x02\x10\x01\x12\x16\n\ndouble_val\x18\x06 \x03(\x01\x42\x02\x10\x01\x12\x13\n\x07int_val\x18\x07 \x03(\x05\x42\x02\x10\x01\x12\x12\n\nstring_val\x18\x08 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dependencies=[tensorflow_dot_core_dot_framework_dot_resource__handle__pb2.DESCRIPTOR,tensorflow_dot_core_dot_framework_dot_tensor__shape__pb2.DESCRIPTOR,tensorflow_dot_core_dot_framework_dot_types__pb2.DESCRIPTOR,]) - - - - -_TENSORPROTO = _descriptor.Descriptor( - name='TensorProto', - full_name='tensorflow.TensorProto', - filename=None, - file=DESCRIPTOR, - containing_type=None, - create_key=_descriptor._internal_create_key, - fields=[ - _descriptor.FieldDescriptor( - name='dtype', full_name='tensorflow.TensorProto.dtype', index=0, - number=1, type=14, cpp_type=8, label=1, - has_default_value=False, default_value=0, - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='tensor_shape', full_name='tensorflow.TensorProto.tensor_shape', index=1, - number=2, type=11, cpp_type=10, label=1, - has_default_value=False, default_value=None, - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='version_number', full_name='tensorflow.TensorProto.version_number', index=2, - number=3, type=5, cpp_type=1, label=1, - has_default_value=False, default_value=0, - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='tensor_content', full_name='tensorflow.TensorProto.tensor_content', index=3, - number=4, type=12, cpp_type=9, label=1, - has_default_value=False, default_value=b"", - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='half_val', full_name='tensorflow.TensorProto.half_val', index=4, - number=13, type=5, cpp_type=1, label=3, - has_default_value=False, default_value=[], - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=b'\020\001', file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='float_val', full_name='tensorflow.TensorProto.float_val', index=5, - number=5, type=2, cpp_type=6, label=3, - has_default_value=False, default_value=[], - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=b'\020\001', file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='double_val', full_name='tensorflow.TensorProto.double_val', index=6, - number=6, type=1, cpp_type=5, label=3, - has_default_value=False, default_value=[], - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=b'\020\001', file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='int_val', full_name='tensorflow.TensorProto.int_val', index=7, - number=7, type=5, cpp_type=1, label=3, - has_default_value=False, default_value=[], - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=b'\020\001', file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='string_val', full_name='tensorflow.TensorProto.string_val', index=8, - number=8, type=12, cpp_type=9, label=3, - has_default_value=False, default_value=[], - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='scomplex_val', full_name='tensorflow.TensorProto.scomplex_val', index=9, - number=9, type=2, cpp_type=6, label=3, - has_default_value=False, default_value=[], - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=b'\020\001', file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='int64_val', full_name='tensorflow.TensorProto.int64_val', index=10, - number=10, type=3, cpp_type=2, label=3, - has_default_value=False, default_value=[], - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=b'\020\001', file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='bool_val', full_name='tensorflow.TensorProto.bool_val', index=11, - number=11, type=8, cpp_type=7, label=3, - has_default_value=False, default_value=[], - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=b'\020\001', file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='dcomplex_val', full_name='tensorflow.TensorProto.dcomplex_val', index=12, - number=12, type=1, cpp_type=5, label=3, - has_default_value=False, default_value=[], - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=b'\020\001', file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='resource_handle_val', full_name='tensorflow.TensorProto.resource_handle_val', index=13, - number=14, type=11, cpp_type=10, label=3, - has_default_value=False, default_value=[], - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='variant_val', full_name='tensorflow.TensorProto.variant_val', index=14, - number=15, type=11, cpp_type=10, label=3, - has_default_value=False, default_value=[], - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='uint32_val', full_name='tensorflow.TensorProto.uint32_val', index=15, - number=16, type=13, cpp_type=3, label=3, - has_default_value=False, default_value=[], - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=b'\020\001', file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='uint64_val', full_name='tensorflow.TensorProto.uint64_val', index=16, - number=17, type=4, cpp_type=4, label=3, - has_default_value=False, default_value=[], - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=b'\020\001', file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='float8_val', full_name='tensorflow.TensorProto.float8_val', index=17, - number=18, type=12, cpp_type=9, label=1, - has_default_value=False, default_value=b"", - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - ], - extensions=[ - ], - nested_types=[], - enum_types=[ - ], - serialized_options=None, - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=189, - serialized_end=733, -) - - -_VARIANTTENSORDATAPROTO = _descriptor.Descriptor( - name='VariantTensorDataProto', - full_name='tensorflow.VariantTensorDataProto', - filename=None, - file=DESCRIPTOR, - containing_type=None, - create_key=_descriptor._internal_create_key, - fields=[ - _descriptor.FieldDescriptor( - name='type_name', full_name='tensorflow.VariantTensorDataProto.type_name', index=0, - number=1, type=9, cpp_type=9, label=1, - has_default_value=False, default_value=b"".decode('utf-8'), - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='metadata', full_name='tensorflow.VariantTensorDataProto.metadata', index=1, - number=2, type=12, cpp_type=9, label=1, - has_default_value=False, default_value=b"", - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='tensors', full_name='tensorflow.VariantTensorDataProto.tensors', index=2, - number=3, type=11, cpp_type=10, label=3, - has_default_value=False, default_value=[], - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - ], - extensions=[ - ], - nested_types=[], - enum_types=[ - ], - serialized_options=None, - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=735, - serialized_end=838, -) - -_TENSORPROTO.fields_by_name['dtype'].enum_type = tensorflow_dot_core_dot_framework_dot_types__pb2._DATATYPE -_TENSORPROTO.fields_by_name['tensor_shape'].message_type = tensorflow_dot_core_dot_framework_dot_tensor__shape__pb2._TENSORSHAPEPROTO -_TENSORPROTO.fields_by_name['resource_handle_val'].message_type = tensorflow_dot_core_dot_framework_dot_resource__handle__pb2._RESOURCEHANDLEPROTO -_TENSORPROTO.fields_by_name['variant_val'].message_type = _VARIANTTENSORDATAPROTO -_VARIANTTENSORDATAPROTO.fields_by_name['tensors'].message_type = _TENSORPROTO -DESCRIPTOR.message_types_by_name['TensorProto'] = _TENSORPROTO -DESCRIPTOR.message_types_by_name['VariantTensorDataProto'] = _VARIANTTENSORDATAPROTO -_sym_db.RegisterFileDescriptor(DESCRIPTOR) - -TensorProto = _reflection.GeneratedProtocolMessageType('TensorProto', (_message.Message,), { - 'DESCRIPTOR' : _TENSORPROTO, - '__module__' : 'tensorflow.core.framework.tensor_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.TensorProto) - }) -_sym_db.RegisterMessage(TensorProto) - -VariantTensorDataProto = _reflection.GeneratedProtocolMessageType('VariantTensorDataProto', (_message.Message,), { - 'DESCRIPTOR' : _VARIANTTENSORDATAPROTO, - '__module__' : 'tensorflow.core.framework.tensor_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.VariantTensorDataProto) - }) -_sym_db.RegisterMessage(VariantTensorDataProto) - - -DESCRIPTOR._options = None -_TENSORPROTO.fields_by_name['half_val']._options = None -_TENSORPROTO.fields_by_name['float_val']._options = None -_TENSORPROTO.fields_by_name['double_val']._options = None -_TENSORPROTO.fields_by_name['int_val']._options = None -_TENSORPROTO.fields_by_name['scomplex_val']._options = None -_TENSORPROTO.fields_by_name['int64_val']._options = None -_TENSORPROTO.fields_by_name['bool_val']._options = None -_TENSORPROTO.fields_by_name['dcomplex_val']._options = None -_TENSORPROTO.fields_by_name['uint32_val']._options = None -_TENSORPROTO.fields_by_name['uint64_val']._options = None +DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n&tensorflow/core/framework/tensor.proto\x12\ntensorflow\x1a/tensorflow/core/framework/resource_handle.proto\x1a,tensorflow/core/framework/tensor_shape.proto\x1a%tensorflow/core/framework/types.proto\"\xa0\x04\n\x0bTensorProto\x12#\n\x05\x64type\x18\x01 \x01(\x0e\x32\x14.tensorflow.DataType\x12\x32\n\x0ctensor_shape\x18\x02 \x01(\x0b\x32\x1c.tensorflow.TensorShapeProto\x12\x16\n\x0eversion_number\x18\x03 \x01(\x05\x12\x16\n\x0etensor_content\x18\x04 \x01(\x0c\x12\x14\n\x08half_val\x18\r \x03(\x05\x42\x02\x10\x01\x12\x15\n\tfloat_val\x18\x05 \x03(\x02\x42\x02\x10\x01\x12\x16\n\ndouble_val\x18\x06 \x03(\x01\x42\x02\x10\x01\x12\x13\n\x07int_val\x18\x07 \x03(\x05\x42\x02\x10\x01\x12\x12\n\nstring_val\x18\x08 \x03(\x0c\x12\x18\n\x0cscomplex_val\x18\t \x03(\x02\x42\x02\x10\x01\x12\x15\n\tint64_val\x18\n \x03(\x03\x42\x02\x10\x01\x12\x14\n\x08\x62ool_val\x18\x0b \x03(\x08\x42\x02\x10\x01\x12\x18\n\x0c\x64\x63omplex_val\x18\x0c \x03(\x01\x42\x02\x10\x01\x12<\n\x13resource_handle_val\x18\x0e \x03(\x0b\x32\x1f.tensorflow.ResourceHandleProto\x12\x37\n\x0bvariant_val\x18\x0f \x03(\x0b\x32\".tensorflow.VariantTensorDataProto\x12\x16\n\nuint32_val\x18\x10 \x03(\rB\x02\x10\x01\x12\x16\n\nuint64_val\x18\x11 \x03(\x04\x42\x02\x10\x01\x12\x12\n\nfloat8_val\x18\x12 \x01(\x0c\"g\n\x16VariantTensorDataProto\x12\x11\n\ttype_name\x18\x01 \x01(\t\x12\x10\n\x08metadata\x18\x02 \x01(\x0c\x12(\n\x07tensors\x18\x03 \x03(\x0b\x32\x17.tensorflow.TensorProtoB|\n\x18org.tensorflow.frameworkB\x0cTensorProtosP\x01ZMgithub.com/tensorflow/tensorflow/tensorflow/go/core/framework/tensor_go_proto\xf8\x01\x01\x62\x06proto3') + +_globals = globals() +_builder.BuildMessageAndEnumDescriptors(DESCRIPTOR, _globals) +_builder.BuildTopDescriptorsAndMessages(DESCRIPTOR, 'tensorflow.core.framework.tensor_pb2', _globals) +if not _descriptor._USE_C_DESCRIPTORS: + _globals['DESCRIPTOR']._loaded_options = None + _globals['DESCRIPTOR']._serialized_options = b'\n\030org.tensorflow.frameworkB\014TensorProtosP\001ZMgithub.com/tensorflow/tensorflow/tensorflow/go/core/framework/tensor_go_proto\370\001\001' + _globals['_TENSORPROTO'].fields_by_name['half_val']._loaded_options = None + _globals['_TENSORPROTO'].fields_by_name['half_val']._serialized_options = b'\020\001' + _globals['_TENSORPROTO'].fields_by_name['float_val']._loaded_options = None + _globals['_TENSORPROTO'].fields_by_name['float_val']._serialized_options = b'\020\001' + _globals['_TENSORPROTO'].fields_by_name['double_val']._loaded_options = None + _globals['_TENSORPROTO'].fields_by_name['double_val']._serialized_options = b'\020\001' + _globals['_TENSORPROTO'].fields_by_name['int_val']._loaded_options = None + _globals['_TENSORPROTO'].fields_by_name['int_val']._serialized_options = b'\020\001' + _globals['_TENSORPROTO'].fields_by_name['scomplex_val']._loaded_options = None + _globals['_TENSORPROTO'].fields_by_name['scomplex_val']._serialized_options = b'\020\001' + _globals['_TENSORPROTO'].fields_by_name['int64_val']._loaded_options = None + _globals['_TENSORPROTO'].fields_by_name['int64_val']._serialized_options = b'\020\001' + _globals['_TENSORPROTO'].fields_by_name['bool_val']._loaded_options = None + _globals['_TENSORPROTO'].fields_by_name['bool_val']._serialized_options = b'\020\001' + _globals['_TENSORPROTO'].fields_by_name['dcomplex_val']._loaded_options = None + _globals['_TENSORPROTO'].fields_by_name['dcomplex_val']._serialized_options = b'\020\001' + _globals['_TENSORPROTO'].fields_by_name['uint32_val']._loaded_options = None + _globals['_TENSORPROTO'].fields_by_name['uint32_val']._serialized_options = b'\020\001' + _globals['_TENSORPROTO'].fields_by_name['uint64_val']._loaded_options = None + _globals['_TENSORPROTO'].fields_by_name['uint64_val']._serialized_options = b'\020\001' + _globals['_TENSORPROTO']._serialized_start=189 + _globals['_TENSORPROTO']._serialized_end=733 + _globals['_VARIANTTENSORDATAPROTO']._serialized_start=735 + _globals['_VARIANTTENSORDATAPROTO']._serialized_end=838 # @@protoc_insertion_point(module_scope) diff --git a/python/seldon_core/proto/tensorflow/core/framework/tensor_shape_pb2.py b/python/seldon_core/proto/tensorflow/core/framework/tensor_shape_pb2.py index d967639dd3..4ee886b8c6 100644 --- a/python/seldon_core/proto/tensorflow/core/framework/tensor_shape_pb2.py +++ b/python/seldon_core/proto/tensorflow/core/framework/tensor_shape_pb2.py @@ -1,11 +1,22 @@ # -*- coding: utf-8 -*- # Generated by the protocol buffer compiler. DO NOT EDIT! +# NO CHECKED-IN PROTOBUF GENCODE # source: tensorflow/core/framework/tensor_shape.proto +# Protobuf Python Version: 5.29.0 """Generated protocol buffer code.""" from google.protobuf import descriptor as _descriptor -from google.protobuf import message as _message -from google.protobuf import reflection as _reflection +from google.protobuf import descriptor_pool as _descriptor_pool +from google.protobuf import runtime_version as _runtime_version from google.protobuf import symbol_database as _symbol_database +from google.protobuf.internal import builder as _builder +_runtime_version.ValidateProtobufRuntimeVersion( + _runtime_version.Domain.PUBLIC, + 5, + 29, + 0, + '', + 'tensorflow/core/framework/tensor_shape.proto' +) # @@protoc_insertion_point(imports) _sym_db = _symbol_database.Default() @@ -13,114 +24,16 @@ -DESCRIPTOR = _descriptor.FileDescriptor( - name='tensorflow/core/framework/tensor_shape.proto', - package='tensorflow', - syntax='proto3', - serialized_options=b'\n\030org.tensorflow.frameworkB\021TensorShapeProtosP\001ZSgithub.com/tensorflow/tensorflow/tensorflow/go/core/framework/tensor_shape_go_proto\370\001\001', - create_key=_descriptor._internal_create_key, - serialized_pb=b'\n,tensorflow/core/framework/tensor_shape.proto\x12\ntensorflow\"z\n\x10TensorShapeProto\x12-\n\x03\x64im\x18\x02 \x03(\x0b\x32 .tensorflow.TensorShapeProto.Dim\x12\x14\n\x0cunknown_rank\x18\x03 \x01(\x08\x1a!\n\x03\x44im\x12\x0c\n\x04size\x18\x01 \x01(\x03\x12\x0c\n\x04name\x18\x02 \x01(\tB\x87\x01\n\x18org.tensorflow.frameworkB\x11TensorShapeProtosP\x01ZSgithub.com/tensorflow/tensorflow/tensorflow/go/core/framework/tensor_shape_go_proto\xf8\x01\x01\x62\x06proto3' -) - - - - -_TENSORSHAPEPROTO_DIM = _descriptor.Descriptor( - name='Dim', - full_name='tensorflow.TensorShapeProto.Dim', - filename=None, - file=DESCRIPTOR, - containing_type=None, - create_key=_descriptor._internal_create_key, - fields=[ - _descriptor.FieldDescriptor( - name='size', full_name='tensorflow.TensorShapeProto.Dim.size', index=0, - number=1, type=3, cpp_type=2, label=1, - has_default_value=False, default_value=0, - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='name', full_name='tensorflow.TensorShapeProto.Dim.name', index=1, - number=2, type=9, cpp_type=9, label=1, - has_default_value=False, default_value=b"".decode('utf-8'), - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - ], - extensions=[ - ], - nested_types=[], - enum_types=[ - ], - serialized_options=None, - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=149, - serialized_end=182, -) - -_TENSORSHAPEPROTO = _descriptor.Descriptor( - name='TensorShapeProto', - full_name='tensorflow.TensorShapeProto', - filename=None, - file=DESCRIPTOR, - containing_type=None, - create_key=_descriptor._internal_create_key, - fields=[ - _descriptor.FieldDescriptor( - name='dim', full_name='tensorflow.TensorShapeProto.dim', index=0, - number=2, type=11, cpp_type=10, label=3, - has_default_value=False, default_value=[], - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='unknown_rank', full_name='tensorflow.TensorShapeProto.unknown_rank', index=1, - number=3, type=8, cpp_type=7, label=1, - has_default_value=False, default_value=False, - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - ], - extensions=[ - ], - nested_types=[_TENSORSHAPEPROTO_DIM, ], - enum_types=[ - ], - serialized_options=None, - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=60, - serialized_end=182, -) - -_TENSORSHAPEPROTO_DIM.containing_type = _TENSORSHAPEPROTO -_TENSORSHAPEPROTO.fields_by_name['dim'].message_type = _TENSORSHAPEPROTO_DIM -DESCRIPTOR.message_types_by_name['TensorShapeProto'] = _TENSORSHAPEPROTO -_sym_db.RegisterFileDescriptor(DESCRIPTOR) - -TensorShapeProto = _reflection.GeneratedProtocolMessageType('TensorShapeProto', (_message.Message,), { - - 'Dim' : _reflection.GeneratedProtocolMessageType('Dim', (_message.Message,), { - 'DESCRIPTOR' : _TENSORSHAPEPROTO_DIM, - '__module__' : 'tensorflow.core.framework.tensor_shape_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.TensorShapeProto.Dim) - }) - , - 'DESCRIPTOR' : _TENSORSHAPEPROTO, - '__module__' : 'tensorflow.core.framework.tensor_shape_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.TensorShapeProto) - }) -_sym_db.RegisterMessage(TensorShapeProto) -_sym_db.RegisterMessage(TensorShapeProto.Dim) - +DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n,tensorflow/core/framework/tensor_shape.proto\x12\ntensorflow\"z\n\x10TensorShapeProto\x12-\n\x03\x64im\x18\x02 \x03(\x0b\x32 .tensorflow.TensorShapeProto.Dim\x12\x14\n\x0cunknown_rank\x18\x03 \x01(\x08\x1a!\n\x03\x44im\x12\x0c\n\x04size\x18\x01 \x01(\x03\x12\x0c\n\x04name\x18\x02 \x01(\tB\x87\x01\n\x18org.tensorflow.frameworkB\x11TensorShapeProtosP\x01ZSgithub.com/tensorflow/tensorflow/tensorflow/go/core/framework/tensor_shape_go_proto\xf8\x01\x01\x62\x06proto3') -DESCRIPTOR._options = None +_globals = globals() +_builder.BuildMessageAndEnumDescriptors(DESCRIPTOR, _globals) +_builder.BuildTopDescriptorsAndMessages(DESCRIPTOR, 'tensorflow.core.framework.tensor_shape_pb2', _globals) +if not _descriptor._USE_C_DESCRIPTORS: + _globals['DESCRIPTOR']._loaded_options = None + _globals['DESCRIPTOR']._serialized_options = b'\n\030org.tensorflow.frameworkB\021TensorShapeProtosP\001ZSgithub.com/tensorflow/tensorflow/tensorflow/go/core/framework/tensor_shape_go_proto\370\001\001' + _globals['_TENSORSHAPEPROTO']._serialized_start=60 + _globals['_TENSORSHAPEPROTO']._serialized_end=182 + _globals['_TENSORSHAPEPROTO_DIM']._serialized_start=149 + _globals['_TENSORSHAPEPROTO_DIM']._serialized_end=182 # @@protoc_insertion_point(module_scope) diff --git a/python/seldon_core/proto/tensorflow/core/framework/types.proto b/python/seldon_core/proto/tensorflow/core/framework/types.proto index 2a01c028c0..bef9863cbb 100644 --- a/python/seldon_core/proto/tensorflow/core/framework/types.proto +++ b/python/seldon_core/proto/tensorflow/core/framework/types.proto @@ -43,9 +43,21 @@ enum DataType { DT_FLOAT8_E5M2 = 24; // 5 exponent bits, 2 mantissa bits. DT_FLOAT8_E4M3FN = 25; // 4 exponent bits, 3 mantissa bits, finite-only, with // 2 NaNs (0bS1111111). + DT_FLOAT8_E4M3FNUZ = 26; // 4 exponent bits, 3 mantissa bits, finite-only, + // with NaN. + DT_FLOAT8_E4M3B11FNUZ = 27; // 4 exponent bits, 3 mantissa bits, 11 bits + // bias, finite-only, with NaNs. + DT_FLOAT8_E5M2FNUZ = 28; // 5 exponent bits, 2 mantissa bits, finite-only, + // with NaN. - // Do not use! These are only for parameters. Every enum above - // should have a corresponding value below (verified by types_test). + DT_INT4 = 29; + DT_UINT4 = 30; + DT_INT2 = 31; + DT_UINT2 = 32; + + // Do not use! These are only for TF1's obsolete reference Variables. + // Every enum above should have a corresponding value below (verified by + // types_test). DT_FLOAT_REF = 101; DT_DOUBLE_REF = 102; DT_INT32_REF = 103; @@ -71,6 +83,14 @@ enum DataType { DT_UINT64_REF = 123; DT_FLOAT8_E5M2_REF = 124; DT_FLOAT8_E4M3FN_REF = 125; + + DT_FLOAT8_E4M3FNUZ_REF = 126; + DT_FLOAT8_E4M3B11FNUZ_REF = 127; + DT_FLOAT8_E5M2FNUZ_REF = 128; + DT_INT4_REF = 129; + DT_UINT4_REF = 130; + DT_INT2_REF = 131; + DT_UINT2_REF = 132; } // LINT.ThenChange( // https://www.tensorflow.org/code/tensorflow/c/tf_datatype.h, diff --git a/python/seldon_core/proto/tensorflow/core/framework/types_pb2.py b/python/seldon_core/proto/tensorflow/core/framework/types_pb2.py index a4c38c2329..a6418010a2 100644 --- a/python/seldon_core/proto/tensorflow/core/framework/types_pb2.py +++ b/python/seldon_core/proto/tensorflow/core/framework/types_pb2.py @@ -1,12 +1,22 @@ # -*- coding: utf-8 -*- # Generated by the protocol buffer compiler. DO NOT EDIT! +# NO CHECKED-IN PROTOBUF GENCODE # source: tensorflow/core/framework/types.proto +# Protobuf Python Version: 5.29.0 """Generated protocol buffer code.""" -from google.protobuf.internal import enum_type_wrapper from google.protobuf import descriptor as _descriptor -from google.protobuf import message as _message -from google.protobuf import reflection as _reflection +from google.protobuf import descriptor_pool as _descriptor_pool +from google.protobuf import runtime_version as _runtime_version from google.protobuf import symbol_database as _symbol_database +from google.protobuf.internal import builder as _builder +_runtime_version.ValidateProtobufRuntimeVersion( + _runtime_version.Domain.PUBLIC, + 5, + 29, + 0, + '', + 'tensorflow/core/framework/types.proto' +) # @@protoc_insertion_point(imports) _sym_db = _symbol_database.Default() @@ -14,383 +24,16 @@ -DESCRIPTOR = _descriptor.FileDescriptor( - name='tensorflow/core/framework/types.proto', - package='tensorflow', - syntax='proto3', - serialized_options=b'\n\030org.tensorflow.frameworkB\013TypesProtosP\001ZLgithub.com/tensorflow/tensorflow/tensorflow/go/core/framework/types_go_proto\370\001\001', - create_key=_descriptor._internal_create_key, - serialized_pb=b'\n%tensorflow/core/framework/types.proto\x12\ntensorflow\"9\n\x0fSerializedDType\x12&\n\x08\x64\x61tatype\x18\x01 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enum_type_wrapper.EnumTypeWrapper(_DATATYPE) -DT_INVALID = 0 -DT_FLOAT = 1 -DT_DOUBLE = 2 -DT_INT32 = 3 -DT_UINT8 = 4 -DT_INT16 = 5 -DT_INT8 = 6 -DT_STRING = 7 -DT_COMPLEX64 = 8 -DT_INT64 = 9 -DT_BOOL = 10 -DT_QINT8 = 11 -DT_QUINT8 = 12 -DT_QINT32 = 13 -DT_BFLOAT16 = 14 -DT_QINT16 = 15 -DT_QUINT16 = 16 -DT_UINT16 = 17 -DT_COMPLEX128 = 18 -DT_HALF = 19 -DT_RESOURCE = 20 -DT_VARIANT = 21 -DT_UINT32 = 22 -DT_UINT64 = 23 -DT_FLOAT8_E5M2 = 24 -DT_FLOAT8_E4M3FN = 25 -DT_FLOAT_REF = 101 -DT_DOUBLE_REF = 102 -DT_INT32_REF = 103 -DT_UINT8_REF = 104 -DT_INT16_REF = 105 -DT_INT8_REF = 106 -DT_STRING_REF = 107 -DT_COMPLEX64_REF = 108 -DT_INT64_REF = 109 -DT_BOOL_REF = 110 -DT_QINT8_REF = 111 -DT_QUINT8_REF = 112 -DT_QINT32_REF = 113 -DT_BFLOAT16_REF = 114 -DT_QINT16_REF = 115 -DT_QUINT16_REF = 116 -DT_UINT16_REF = 117 -DT_COMPLEX128_REF = 118 -DT_HALF_REF = 119 -DT_RESOURCE_REF = 120 -DT_VARIANT_REF = 121 -DT_UINT32_REF = 122 -DT_UINT64_REF = 123 -DT_FLOAT8_E5M2_REF = 124 -DT_FLOAT8_E4M3FN_REF = 125 - - - -_SERIALIZEDDTYPE = _descriptor.Descriptor( - name='SerializedDType', - full_name='tensorflow.SerializedDType', - filename=None, - file=DESCRIPTOR, - containing_type=None, - create_key=_descriptor._internal_create_key, - fields=[ - _descriptor.FieldDescriptor( - name='datatype', full_name='tensorflow.SerializedDType.datatype', index=0, - number=1, type=14, cpp_type=8, label=1, - has_default_value=False, default_value=0, - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - ], - extensions=[ - ], - nested_types=[], - enum_types=[ - ], - serialized_options=None, - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=53, - serialized_end=110, -) - -_SERIALIZEDDTYPE.fields_by_name['datatype'].enum_type = _DATATYPE -DESCRIPTOR.message_types_by_name['SerializedDType'] = _SERIALIZEDDTYPE -DESCRIPTOR.enum_types_by_name['DataType'] = _DATATYPE -_sym_db.RegisterFileDescriptor(DESCRIPTOR) - -SerializedDType = _reflection.GeneratedProtocolMessageType('SerializedDType', (_message.Message,), { - 'DESCRIPTOR' : _SERIALIZEDDTYPE, - '__module__' : 'tensorflow.core.framework.types_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.SerializedDType) - }) -_sym_db.RegisterMessage(SerializedDType) - +DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n%tensorflow/core/framework/types.proto\x12\ntensorflow\"9\n\x0fSerializedDType\x12&\n\x08\x64\x61tatype\x18\x01 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-DESCRIPTOR._options = None +_globals = globals() +_builder.BuildMessageAndEnumDescriptors(DESCRIPTOR, _globals) +_builder.BuildTopDescriptorsAndMessages(DESCRIPTOR, 'tensorflow.core.framework.types_pb2', _globals) +if not _descriptor._USE_C_DESCRIPTORS: + _globals['DESCRIPTOR']._loaded_options = None + _globals['DESCRIPTOR']._serialized_options = b'\n\030org.tensorflow.frameworkB\013TypesProtosP\001ZLgithub.com/tensorflow/tensorflow/tensorflow/go/core/framework/types_go_proto\370\001\001' + _globals['_DATATYPE']._serialized_start=113 + _globals['_DATATYPE']._serialized_end=1306 + _globals['_SERIALIZEDDTYPE']._serialized_start=53 + _globals['_SERIALIZEDDTYPE']._serialized_end=110 # @@protoc_insertion_point(module_scope) diff --git a/python/seldon_core/utils.py b/python/seldon_core/utils.py index 8c1c04f72c..0f6900f20a 100644 --- a/python/seldon_core/utils.py +++ b/python/seldon_core/utils.py @@ -588,9 +588,7 @@ def construct_response( ) -def extract_request_parts_json( - request: Union[Dict, List] -) -> Tuple[ +def extract_request_parts_json(request: Union[Dict, List]) -> Tuple[ Union[np.ndarray, str, bytes, Dict, List], Union[Dict, None], Union[np.ndarray, str, bytes, Dict, List, None], diff --git a/python/setup.py b/python/setup.py index 3e06dfc03a..2bc09f1625 100644 --- a/python/setup.py +++ b/python/setup.py @@ -4,7 +4,7 @@ from setuptools import find_packages, setup # Extra dependencies, with special 'all' key -extras = {"tensorflow": ["tensorflow"]} +extras = {"tensorflow": ["tensorflow==2.20.0"]} all_extra_deps = chain.from_iterable(extras.values()) extras["all"] = list(set(all_extra_deps)) @@ -19,33 +19,28 @@ license_files=["LICENSE"], packages=find_packages(), include_package_data=True, - python_requires=">=3.6", + python_requires=">=3.10.18,<3.12", # distutils removed in 3.12 install_requires=[ - "Flask >= 2.0.0, <3.0.0", - "jsonschema<4.0.0", - "Flask-cors<4.0.0", + "Flask >= 3.0.0, <3.1.2", + "jsonschema==4.2.0", + "Flask-cors>=6.0.0", "requests<3.0.0", - "numpy<2.0.0", - "protobuf>=3.20.2,<4.0.0", - "grpcio<2.0.0", - "Flask-OpenTracing >= 1.1.0, < 1.2.0", - "opentracing >= 2.2.0, < 2.5.0", - "jaeger-client >= 4.1.0, < 4.5.0", - "grpcio-opentracing >= 1.1.4, < 1.2.0", - "grpcio-reflection < 2.0.0", - "gunicorn >= 19.9.0, < 20.2.0", + "numpy==2.2.6", # Latest compatible with Python 3.10 + "protobuf==5.29.5", + "grpcio==1.75.1", + "Flask-OpenTracing >= 2.0.0", + "opentracing >= 2.2.0, < 2.5.0", # latest release is from 2020 + "jaeger-client >= 4.8.0", # latest release is from 2021 + "grpcio-opentracing >= 1.1.4", # latest release is from 2019 + "grpcio-reflection==1.59.0", + "gunicorn >= 23.0.0", "setuptools >= 65.5.1", - "prometheus_client >= 0.7.1, < 0.9.0", - "werkzeug >= 2.1.1, < 2.3", - # Addresses CVE SNYK-PYTHON-CRYPTOGRAPHY-3315328 - "cryptography >= 39.0.1, < 41.1", - # Addresses CVE SNYK-PYTHON-PYYAML-590151 - "PyYAML >= 5.4, <= 6.0.1", - # Addresses CVE PRISMA-2021-0020 - "click >= 8.0.0a1, < 8.1", - # Addresses CVE CVE-2019-11236 and CVE-2020-26137 and SNYK-PYTHON-URLLIB3-1533435 - "urllib3 >= 1.26.5, < 1.27", - "importlib-metadata<5; python_version < '3.8'", + "prometheus_client >= 0.23.1", + "werkzeug >= 3.1.3", + "cryptography >= 46.0.2", + "PyYAML >= 6.0.3", + "click >= 8.3.0", + "urllib3 >= 2.5.0", ], extras_require=extras, entry_points={ diff --git a/python/tests/test_model_microservice.py b/python/tests/test_model_microservice.py index 23c6453845..0b87c29733 100644 --- a/python/tests/test_model_microservice.py +++ b/python/tests/test_model_microservice.py @@ -691,7 +691,7 @@ def test_model_no_json(): app = get_rest_microservice(user_object, seldon_metrics) client = app.test_client() uo = UserObject() - rv = client.get("/predict?") + rv = client.get("/predict?", headers={"Content-Type": "application/json"}) j = json.loads(rv.data) logging.info(j) assert rv.status_code == 400 diff --git a/python/tests/test_router_microservice.py b/python/tests/test_router_microservice.py index 43694d05d3..c768528026 100644 --- a/python/tests/test_router_microservice.py +++ b/python/tests/test_router_microservice.py @@ -199,7 +199,7 @@ def test_router_no_json(): app = get_rest_microservice(user_object, seldon_metrics) client = app.test_client() uo = UserObject() - rv = client.get("/route?") + rv = client.get("/route?", headers={"Content-Type": "application/json"}) j = json.loads(rv.data) logging.info(j) assert rv.status_code == 400 diff --git a/python/tests/test_transformer_microservice.py b/python/tests/test_transformer_microservice.py index 0b51917c06..0936ea1d2b 100644 --- a/python/tests/test_transformer_microservice.py +++ b/python/tests/test_transformer_microservice.py @@ -280,7 +280,7 @@ def test_transform_input_no_json(): app = get_rest_microservice(user_object, seldon_metrics) client = app.test_client() uo = UserObject() - rv = client.get("/transform-input?") + rv = client.get("/transform-input?", headers={"Content-Type": "application/json"}) j = json.loads(rv.data) logging.info(j) assert rv.status_code == 400 @@ -493,7 +493,7 @@ def test_transform_output_no_json(): app = get_rest_microservice(user_object, seldon_metrics) client = app.test_client() uo = UserObject() - rv = client.get("/transform-output?") + rv = client.get("/transform-output?", headers={"Content-Type": "application/json"}) j = json.loads(rv.data) logging.info(j) assert rv.status_code == 400 diff --git a/python/tests/test_utils.py b/python/tests/test_utils.py index 2099456ed1..ccabe1a832 100644 --- a/python/tests/test_utils.py +++ b/python/tests/test_utils.py @@ -99,32 +99,36 @@ def test_create_grpc_response_nparray(): def test_create_rest_response_text_ndarray(): user_model = UserObject() - request_data = np.array([["hello", "world"], ["hello", "another", "world"]]) + request_data = np.array([["hello", "world"], ["hello", "another world"]]) request = {"data": {"ndarray": request_data, "names": []}} (features, meta, datadef, data_type) = scu.extract_request_parts_json(request) - raw_response = np.array([["hello", "world"], ["here", "another"]]) + assert np.array_equal(features, request_data) + assert meta is None + assert datadef == request["data"] + assert data_type == "data" + + raw_response = np.array([["hi", "world"], ["hi", "another world"]]) result = scu.construct_response_json(user_model, True, request, raw_response) assert "ndarray" in result.get("data", {}) assert np.array_equal(result["data"]["ndarray"], raw_response) - assert datadef == request["data"] - assert np.array_equal(features, request_data) - assert data_type == "data" def test_create_grpc_response_text_ndarray(): user_model = UserObject() - request_data = np.array([["hello", "world"], ["hello", "another", "world"]]) + request_data = np.array([["hello", "world"], ["hello", "another world"]]) datadef = scu.array_to_grpc_datadef("ndarray", request_data) request = prediction_pb2.SeldonMessage(data=datadef) (features, meta, datadef, data_type) = scu.extract_request_parts(request) + assert type(features[0]) == np.ndarray # numpy >= 2.0.0 + assert meta == {} + assert datadef == request.data + assert data_type == "data" + raw_response = np.array([["hello", "world"], ["here", "another"]]) sm = scu.construct_response(user_model, True, request, raw_response) assert sm.data.WhichOneof("data_oneof") == "ndarray" - assert type(features[0]) == list assert np.array_equal(sm.data.ndarray, raw_response) - assert datadef == request.data assert np.array_equal(features, request_data) - assert data_type == "data" def test_create_rest_response_ndarray(): diff --git a/testing/scripts/requirements.3.8.10.working.txt b/testing/scripts/requirements.3.8.10.working.txt new file mode 100644 index 0000000000..739e4f8598 --- /dev/null +++ b/testing/scripts/requirements.3.8.10.working.txt @@ -0,0 +1,199 @@ +absl-py==2.3.1 +aiofiles==24.1.0 +aiohappyeyeballs==2.4.4 +aiohttp==3.10.11 +aiokafka==0.10.0 +aiosignal==1.3.1 +alibi==0.9.2 +anyio==4.5.2 +astunparse==1.6.3 +async-timeout==5.0.1 +attrs==23.2.0 +backcall==0.2.0 +bleach==6.1.0 +blis==0.7.11 +Brotli==1.1.0 +cachetools==5.5.2 +catalogue==2.0.10 +certifi==2025.10.5 +cffi==1.17.1 +charset-normalizer==3.4.3 +click==8.0.4 +cloudpickle==3.1.1 +confection==0.1.5 +contourpy==1.1.1 +coverage==4.5.4 +cryptography==41.0.7 +cycler==0.12.1 +cymem==2.0.11 +Cython==0.29.37 +decorator==5.2.1 +defusedxml==0.7.1 +dill==0.3.9 +entrypoints==0.4 +exceptiongroup==1.2.2 +execnet==2.1.1 +fastapi==0.89.1 +fastjsonschema==2.21.2 +filelock==3.16.1 +flaky==3.6.1 +Flask==2.2.5 +Flask-Cors==3.0.10 +Flask-OpenTracing==1.1.0 +flatbuffers==25.9.23 +fonttools==4.57.0 +frozenlist==1.5.0 +fsspec==2025.3.0 +gast==0.4.0 +gevent==24.2.1 +geventhttpclient==2.0.2 +google-auth==2.41.1 +google-auth-oauthlib==1.0.0 +google-pasta==0.2.0 +greenlet==3.1.1 +grpcio==1.59.5 +grpcio-opentracing==1.1.4 +grpcio-reflection==1.48.2 +grpcio-tools==1.40.0 +gunicorn==20.1.0 +h11==0.16.0 +h5py==3.11.0 +hf-xet==1.1.10 +huggingface-hub==0.35.3 +idna==3.10 +imageio==2.35.1 +importlib_metadata==8.5.0 +importlib_resources==6.4.5 +ipython==7.13.0 +itsdangerous==2.2.0 +jaeger-client==4.4.0 +jax==0.4.13 +jedi==0.19.2 +Jinja2==3.0.0 +joblib==1.4.2 +jsonschema==3.2.0 +jsonschema-specifications==2023.12.1 +jupyter_core==5.8.1 +keras==2.12.0 +kiwisolver==1.4.7 +langcodes==3.4.1 +language_data==1.3.0 +lazy_loader==0.4 +libclang==18.1.1 +llvmlite==0.41.1 +marisa-trie==1.2.1 +Markdown==3.7 +MarkupSafe==2.1.5 +matplotlib==3.1.3 +mistune==0.8.4 +ml-dtypes==0.2.0 +mlserver==1.3.5 +more-itertools==10.5.0 +multidict==6.1.0 +murmurhash==1.0.13 +nbconvert==5.6.1 +nbformat==5.10.4 +networkx==3.1 +numba==0.58.1 +numpy==1.24.3 +oauthlib==3.3.1 +opentracing==2.4.0 +opt_einsum==3.4.0 +orjson==3.10.15 +packaging==25.0 +pandas==2.0.3 +pandocfilters==1.5.1 +parso==0.8.5 +pathlib_abc==0.1.1 +pathy==0.11.0 +pexpect==4.9.0 +pickleshare==0.7.5 +Pillow==9.5.0 +pipdeptree==2.24.0 +pkgutil_resolve_name==1.3.10 +platformdirs==4.3.6 +pluggy==0.13.1 +preshed==3.0.10 +prometheus-client==0.8.0 +prompt_toolkit==3.0.52 +propcache==0.2.0 +protobuf==3.20.3 +ptyprocess==0.7.0 +py==1.11.0 +py-grpc-prometheus==0.8.0 +pyasn1==0.6.1 +pyasn1_modules==0.4.2 +pycparser==2.23 +pydantic==1.10.24 +Pygments==2.19.2 +pyparsing==3.1.4 +pyrsistent==0.20.0 +pytest==5.3.1 +pytest-cov==2.8.1 +pytest-forked==1.6.0 +pytest-xdist==1.30.0 +python-dateutil==2.9.0.post0 +python-dotenv==1.0.1 +python-rapidjson==1.21 +pytz==2025.2 +PyWavelets==1.4.1 +PyYAML==6.0.1 +referencing==0.35.1 +regex==2024.11.6 +requests==2.32.4 +requests-oauthlib==2.0.0 +rpds-py==0.20.1 +rsa==4.9.1 +safetensors==0.5.3 +scikit-image==0.20.0 +scikit-learn==1.3.2 +scipy==1.9.1 +-e git+ssh://git@github.com/vtaskow/seldon-core.git@5e8a1698726ecad989df37ba44e4a304f9f32112#egg=seldon_core&subdirectory=python +sh==1.13.1 +shap==0.40.0 +six==1.17.0 +slicer==0.0.7 +smart-open==6.4.0 +sniffio==1.3.1 +spacy==3.5.4 +spacy-legacy==3.0.12 +spacy-loggers==1.0.5 +spacy-lookups-data==1.0.5 +srsly==2.4.8 +starlette==0.22.0 +starlette-exporter==0.17.1 +tabulate==0.8.7 +tenacity==6.0.0 +tensorboard==2.12.3 +tensorboard-data-server==0.7.2 +tensorflow==2.12.1 +tensorflow-estimator==2.12.0 +tensorflow-io-gcs-filesystem==0.34.0 +termcolor==2.4.0 +testpath==0.6.0 +thinc==8.1.12 +threadloop==1.0.2 +threadpoolctl==3.5.0 +thrift==0.22.0 +tifffile==2023.7.10 +tokenizers==0.20.3 +tornado==6.4.2 +tqdm==4.67.1 +traitlets==5.14.3 +transformers==4.46.3 +tritonclient==2.51.0 +typer==0.9.4 +typing_extensions==4.5.0 +tzdata==2025.2 +urllib3==1.26.20 +uvicorn==0.33.0 +uvloop==0.21.0 +wasabi==1.1.3 +wcwidth==0.2.14 +webencodings==0.5.1 +Werkzeug==2.2.3 +wrapt==1.14.2 +yarl==1.15.2 +zipp==3.20.2 +zope.event==5.0 +zope.interface==7.2 diff --git a/wrappers/s2i/python/.dockerignore b/wrappers/s2i/python/.dockerignore new file mode 100644 index 0000000000..508fce1f99 --- /dev/null +++ b/wrappers/s2i/python/.dockerignore @@ -0,0 +1 @@ +_python/python/.tox/ \ No newline at end of file diff --git a/wrappers/s2i/python/Dockerfile.gpu b/wrappers/s2i/python/Dockerfile.gpu index b242d4ad6c..15668a5660 100644 --- a/wrappers/s2i/python/Dockerfile.gpu +++ b/wrappers/s2i/python/Dockerfile.gpu @@ -1,6 +1,6 @@ # Use same version as Triton 21.08-py3 (default Triton used in this version of # SC) -FROM nvidia/cuda:11.4.3-cudnn8-runtime-ubuntu20.04 +FROM nvidia/cuda:12.2.2-cudnn8-runtime-ubuntu22.04 LABEL io.openshift.s2i.scripts-url="image:///s2i/bin" @@ -20,18 +20,20 @@ ENV PATH /opt/conda/bin:$PATH # MPL based licenses RUN wget -O certifi-python-certifi.tar.gz https://github.com/certifi/python-certifi/archive/master.tar.gz -# Install Miniconda3 -ARG CONDA_DOWNLOAD_VERSION -RUN wget --quiet https://repo.anaconda.com/miniconda/Miniconda3-${CONDA_DOWNLOAD_VERSION}-Linux-x86_64.sh -O ~/miniconda.sh && \ - /bin/bash ~/miniconda.sh -b -p /opt/conda && \ - rm ~/miniconda.sh && \ - /opt/conda/bin/conda clean -tipy && \ +# Install Miniforge (BSD-3-Clause) +ARG MINIFORGE_VERSION +RUN wget https://github.com/conda-forge/miniforge/releases/download/${MINIFORGE_VERSION}/Miniforge3-${MINIFORGE_VERSION}-Linux-x86_64.sh -O ~/miniforge.sh && \ + /bin/bash ~/miniforge.sh -b -p /opt/conda && \ + rm ~/miniforge.sh && \ + /opt/conda/bin/conda init bash && \ + /opt/conda/bin/conda clean -afy && \ + find /opt/conda -type f -name '*.a' -delete && \ + find /opt/conda -type f -name '*.pyc' -delete && \ + find /opt/conda -type f -name '*.js.map' -delete && \ ln -s /opt/conda/etc/profile.d/conda.sh /etc/profile.d/conda.sh && \ echo ". /opt/conda/etc/profile.d/conda.sh" >> ~/.bashrc && \ echo "conda activate base" >> ~/.bashrc && \ - find /opt/conda/ -follow -type f -name '*.a' -delete && \ - find /opt/conda/ -follow -type f -name '*.js.map' -delete && \ - /opt/conda/bin/conda clean -afy + chgrp -R root /opt/conda && chmod -R g+rw /opt/conda # This is to install desired version of Python without updating conda version ARG PYTHON_VERSION @@ -51,7 +53,7 @@ RUN cd /microservice/python && pip install . RUN mkdir -p /.conda && chmod a+rwx /.conda -# Default user is 8888 so changing for permissiosn to modify (needed in mlflow server) +# Default user is 8888 so changing for permissions to modify (needed in mlflow server) RUN chown -R 8888 /microservice EXPOSE 5000 diff --git a/wrappers/s2i/python/Makefile b/wrappers/s2i/python/Makefile index ce038a1dbb..a0767a4c1a 100644 --- a/wrappers/s2i/python/Makefile +++ b/wrappers/s2i/python/Makefile @@ -3,10 +3,9 @@ VERSION ?= $(shell cat ../../../version.txt) DOCKER_REGISTRY ?= seldonio -CONDA_DOWNLOAD_VERSION ?= py310_25.7.0-2 -CONDA_VERSION ?= 25.7.0 -PYTHON_VERSION ?= 3.10.0 -MINIFORGE_VERSION ?= 24.3.0-0 # 24.1.2-0 3.10.14 # 23.11.0-0 - 3.10.13 # 25.3.1-0 comes with Python 3.12.11 +CONDA_VERSION ?= 24.3.0 +PYTHON_VERSION ?= 3.10.18 +MINIFORGE_VERSION ?= 24.3.0-0 # comes with Python 3.10.14 IMAGE_PYTHON_VERSION = $(shell echo -n $(PYTHON_VERSION) | cut -d. -f1-2 | sed 's/\.//g') @@ -18,11 +17,11 @@ GPU_IMAGE_NAME = ${DOCKER_REGISTRY}/seldon-core-s2i-python${IMAGE_PYTHON_VERSION SELDON_CORE_DIR = ../../.. # Base images to build the s2i builder images from -BASE_IMAGE = continuumio/miniconda3 CONDA_BASE_IMAGE = ${DOCKER_REGISTRY}/conda-ubi9 .PHONY: get_local_repo get_local_repo: + rm -rf ./_python mkdir -p _python cp ../../../version.txt version.txt cp -r $(SELDON_CORE_DIR)/python _python @@ -51,23 +50,20 @@ docker-push-base-python: # GPU Image (probably not in used so skipping build/push to private repositories) docker-build-gpu: get_local_repo - docker build -f Dockerfile.gpu --build-arg PYTHON_VERSION=${PYTHON_VERSION} --build-arg CONDA_VERSION=${CONDA_VERSION} --build-arg CONDA_DOWNLOAD_VERSION=${CONDA_DOWNLOAD_VERSION} -t ${GPU_IMAGE_NAME}:${VERSION} . + docker build -f Dockerfile.gpu --build-arg PYTHON_VERSION=${PYTHON_VERSION} --build-arg CONDA_VERSION=${CONDA_VERSION} --build-arg MINIFORGE_VERSION=${MINIFORGE_VERSION} -t ${GPU_IMAGE_NAME}:${VERSION} . docker-push-gpu: docker push ${GPU_IMAGE_NAME}:${VERSION} ### OLD target to be reviewed if still required +### Passing for 3.10 and miniforge + .PHONY: test test: - docker build --build-arg PYTHON_VERSION=${PYTHON_VERSION} --build-arg CONDA_VERSION=${CONDA_VERSION} --build-arg BASE_IMAGE=${BASE_IMAGE} -t ${IMAGE_NAME}-candidate . + docker build --build-arg VERSION=${VERSION} --build-arg PYTHON_VERSION=${PYTHON_VERSION} --build-arg CONDA_VERSION=${CONDA_VERSION} --build-arg BASE_IMAGE=${CONDA_BASE_IMAGE} -t ${IMAGE_NAME}-candidate . IMAGE_NAME=${IMAGE_NAME}-candidate test/run -.PHONY: test_local -test_local: - docker build -f Dockerfile --build-arg PYTHON_VERSION=${PYTHON_VERSION} --build-arg CONDA_VERSION=${CONDA_VERSION} --build-arg BASE_IMAGE=${BASE_IMAGE} -t ${IMAGE_NAME}-candidate . - IMAGE_NAME=$(IMAGE_NAME)-candidate test/run - .PHONY: clean clean: rm version.txt @@ -77,4 +73,4 @@ clean: rm -rf test/transformer-template-app/.git after_build_image_seldon_core_check: - docker run --rm -it ${DOCKER_REGISTRY}/seldon-core-s2i-python37:${VERSION} python -c 'import seldon_core; print(seldon_core.version.__version__)' + docker run --rm -it ${IMAGE_NAME}:${VERSION} python -c 'import seldon_core; print(seldon_core.version.__version__)' diff --git a/wrappers/s2i/python/test/run b/wrappers/s2i/python/test/run index 5f34b75ab5..0e6d714774 100755 --- a/wrappers/s2i/python/test/run +++ b/wrappers/s2i/python/test/run @@ -27,8 +27,8 @@ image_dir=$($READLINK_EXEC -zf ${test_dir}/..) # it from Docker hub s2i_args="--pull-policy=never --loglevel=2" -# Port the image exposes service to be tested -test_port=5000 +# Port the image exposes service to be tested - HTTP is 9000 +test_port=9000 image_exists() { docker inspect $1 &>/dev/null From 0d251bbbb04a16f95952000f9d5dde9fb9de6c1d Mon Sep 17 00:00:00 2001 From: Viktor Taskov Date: Thu, 23 Oct 2025 05:05:49 +0100 Subject: [PATCH 05/27] Working version for Python 3.12 --- python/Makefile | 3 - python/licenses/license.txt | 120 ++++++++++++------ python/licenses/license_info.csv | 16 ++- python/licenses/license_info.no_versions.csv | 6 +- python/requirements-dev.txt | 14 +- python/seldon_core/proto/prediction_pb2.py | 8 +- .../seldon_core/proto/prediction_pb2_grpc.py | 4 +- .../core/framework/resource_handle_pb2.py | 8 +- .../tensorflow/core/framework/tensor_pb2.py | 8 +- .../core/framework/tensor_shape_pb2.py | 8 +- .../tensorflow/core/framework/types_pb2.py | 8 +- python/seldon_core/utils.py | 2 +- python/setup.py | 42 +++--- wrappers/s2i/python/Makefile | 6 +- 14 files changed, 150 insertions(+), 103 deletions(-) diff --git a/python/Makefile b/python/Makefile index cb12900136..8cc3670975 100644 --- a/python/Makefile +++ b/python/Makefile @@ -94,9 +94,6 @@ push_conda: @echo "Subsequent pushes: need to for the python-seldon-core feedstock" @echo "Alternatively use anaconda upload to publish on own channel" -setup_linter: - pip install black==20.8b1 isort==5.7.0 nbqa==0.10.0 - fmt: black \ ./ ../testing/scripts ../operator/helm ../operator/hack \ diff --git a/python/licenses/license.txt b/python/licenses/license.txt index 7ab3fa21d8..13e31be38b 100644 --- a/python/licenses/license.txt +++ b/python/licenses/license.txt @@ -1,5 +1,5 @@ Flask -3.1.1 +3.1.2 BSD-3-Clause Copyright 2010 Pallets @@ -1152,7 +1152,7 @@ Apache Software License grpcio -1.75.1 +1.76.0 Apache Software License Apache License @@ -1973,7 +1973,7 @@ Apache Software License grpcio-reflection -1.59.0 +1.76.0 Apache Software License Apache License @@ -2725,8 +2725,8 @@ Apache Software License UNKNOWN jsonschema -4.2.0 -MIT License +4.25.1 +MIT Copyright (c) 2013 Julian Berman Permission is hereby granted, free of charge, to any person obtaining a copy @@ -2748,6 +2748,30 @@ OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +jsonschema-specifications +2025.9.1 +MIT +Copyright (c) 2022 Julian Berman + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in +all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN +THE SOFTWARE. + + keras 3.11.3 Apache License 2.0 @@ -3338,9 +3362,9 @@ See the License for the specific language governing permissions and limitations under the License. numpy -2.2.6 +2.3.4 BSD License -Copyright (c) 2005-2024, NumPy Developers. +Copyright (c) 2005-2025, NumPy Developers. All rights reserved. Redistribution and use in source and binary forms, with or without @@ -3455,7 +3479,7 @@ Name: LAPACK Files: numpy.libs/libscipy_openblas*.so Description: bundled in OpenBLAS Availability: https://github.com/OpenMathLib/OpenBLAS/ -License: BSD-3-Clause-Attribution +License: BSD-3-Clause-Open-MPI Copyright (c) 1992-2013 The University of Tennessee and The University of Tennessee Research Foundation. All rights reserved. @@ -3510,7 +3534,7 @@ Name: GCC runtime library Files: numpy.libs/libgfortran*.so Description: dynamically linked to files compiled with gcc Availability: https://gcc.gnu.org/git/?p=gcc.git;a=tree;f=libgfortran -License: GPL-3.0-with-GCC-exception +License: GPL-3.0-or-later WITH GCC-exception-3.1 Copyright (C) 2002-2017 Free Software Foundation, Inc. Libgfortran is free software; you can redistribute it and/or modify @@ -3544,7 +3568,7 @@ GCC RUNTIME LIBRARY EXCEPTION Version 3.1, 31 March 2009 -Copyright (C) 2009 Free Software Foundation, Inc. +Copyright (C) 2009 Free Software Foundation, Inc. Everyone is permitted to copy and distribute verbatim copies of this license document, but changing it is not allowed. @@ -3618,7 +3642,7 @@ requirements of the license of GCC. GNU GENERAL PUBLIC LICENSE Version 3, 29 June 2007 - Copyright (C) 2007 Free Software Foundation, Inc. + Copyright (C) 2007 Free Software Foundation, Inc. Everyone is permitted to copy and distribute verbatim copies of this license document, but changing it is not allowed. @@ -4262,7 +4286,7 @@ the "copyright" line and a pointer to where the full notice is found. GNU General Public License for more details. You should have received a copy of the GNU General Public License - along with this program. If not, see . + along with this program. If not, see . Also add information on how to contact you by electronic and paper mail. @@ -4281,14 +4305,14 @@ might be different; for a GUI interface, you would use an "about box". You should also get your employer (if you work as a programmer) or school, if any, to sign a "copyright disclaimer" for the program, if necessary. For more information on this, and how to apply and follow the GNU GPL, see -. +. The GNU General Public License does not permit incorporating your program into proprietary programs. If your program is a subroutine library, you may consider it more useful to permit linking proprietary applications with the library. If this is what you want to do, use the GNU Lesser General Public License instead of this License. But first, please read -. +. Name: libquadmath Files: numpy.libs/libquadmath*.so @@ -6496,7 +6520,7 @@ Apache-2.0 AND BSD-2-Clause protobuf -5.29.5 +6.33.0 3-Clause BSD License Copyright 2008 Google Inc. All rights reserved. @@ -6564,31 +6588,29 @@ LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. -pyrsistent -0.20.0 -MIT License -Copyright (c) 2023 Tobias Gustafsson +referencing +0.37.0 +MIT +Copyright (c) 2022 Julian Berman -Permission is hereby granted, free of charge, to any person -obtaining a copy of this software and associated documentation -files (the "Software"), to deal in the Software without -restriction, including without limitation the rights to use, -copy, modify, merge, publish, distribute, sublicense, and/or sell -copies of the Software, and to permit persons to whom the -Software is furnished to do so, subject to the following -conditions: +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: -The above copyright notice and this permission notice shall be -included in all copies or substantial portions of the Software. +The above copyright notice and this permission notice shall be included in +all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN +THE SOFTWARE. -THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, -EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES -OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND -NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT -HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, -WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING -FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR -OTHER DEALINGS IN THE SOFTWARE. requests 2.32.5 @@ -6794,6 +6816,30 @@ OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +rpds-py +0.28.0 +MIT +Copyright (c) 2023 Julian Berman + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in +all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN +THE SOFTWARE. + + seldon-core 1.19.0.dev0 Business Source License 1.1 diff --git a/python/licenses/license_info.csv b/python/licenses/license_info.csv index 64bba7d1c9..938e6301bb 100644 --- a/python/licenses/license_info.csv +++ b/python/licenses/license_info.csv @@ -1,5 +1,5 @@ "Name","Version","License" -"Flask","3.1.1","BSD-3-Clause" +"Flask","3.1.2","BSD-3-Clause" "Flask-OpenTracing","2.0.0","BSD License" "Jinja2","3.1.6","BSD License" "Markdown","3.9","BSD-3-Clause" @@ -20,33 +20,35 @@ "flatbuffers","25.9.23","Apache Software License" "gast","0.6.0","BSD License" "google-pasta","0.2.0","Apache Software License" -"grpcio","1.75.1","Apache Software License" +"grpcio","1.76.0","Apache Software License" "grpcio-opentracing","1.1.4","Apache Software License" -"grpcio-reflection","1.59.0","Apache Software License" +"grpcio-reflection","1.76.0","Apache Software License" "gunicorn","23.0.0","MIT License" "h5py","3.15.1","BSD-3-Clause" "idna","3.11","BSD-3-Clause" "itsdangerous","2.2.0","BSD License" "jaeger-client","4.8.0","Apache Software License" -"jsonschema","4.2.0","MIT License" +"jsonschema","4.25.1","MIT" +"jsonschema-specifications","2025.9.1","MIT" "keras","3.11.3","Apache License 2.0" "libclang","18.1.1","Apache Software License" "markdown-it-py","4.0.0","MIT License" "mdurl","0.1.2","MIT License" "ml_dtypes","0.5.3","Apache-2.0" "namex","0.1.0","UNKNOWN" -"numpy","2.2.6","BSD License" +"numpy","2.3.4","BSD License" "opentracing","2.4.0","Apache Software License" "opt_einsum","3.4.0","MIT" "optree","0.17.0","Apache-2.0" "packaging","25.0","Apache Software License; BSD License" "pillow","12.0.0","MIT-CMU" "prometheus_client","0.23.1","Apache-2.0 AND BSD-2-Clause" -"protobuf","5.29.5","3-Clause BSD License" +"protobuf","6.33.0","3-Clause BSD License" "pycparser","2.23","BSD License" -"pyrsistent","0.20.0","MIT License" +"referencing","0.37.0","MIT" "requests","2.32.5","Apache Software License" "rich","14.2.0","MIT License" +"rpds-py","0.28.0","MIT" "seldon-core","1.19.0.dev0","Business Source License 1.1" "six","1.17.0","MIT License" "tensorboard","2.20.0","Apache Software License" diff --git a/python/licenses/license_info.no_versions.csv b/python/licenses/license_info.no_versions.csv index 438f9a056c..a3520a0dae 100644 --- a/python/licenses/license_info.no_versions.csv +++ b/python/licenses/license_info.no_versions.csv @@ -28,7 +28,8 @@ "idna","BSD-3-Clause" "itsdangerous","BSD License" "jaeger-client","Apache Software License" -"jsonschema","MIT License" +"jsonschema","MIT" +"jsonschema-specifications","MIT" "keras","Apache License 2.0" "libclang","Apache Software License" "markdown-it-py","MIT License" @@ -44,9 +45,10 @@ "prometheus_client","Apache-2.0 AND BSD-2-Clause" "protobuf","3-Clause BSD License" "pycparser","BSD License" -"pyrsistent","MIT License" +"referencing","MIT" "requests","Apache Software License" "rich","MIT License" +"rpds-py","MIT" "seldon-core","Business Source License 1.1" "six","MIT License" "tensorboard","Apache Software License" diff --git a/python/requirements-dev.txt b/python/requirements-dev.txt index 4c928b18ca..ad7a54e84c 100644 --- a/python/requirements-dev.txt +++ b/python/requirements-dev.txt @@ -1,7 +1,7 @@ # === Formatting & Style === -black==24.10.0 # Latest stable; supports Python 3.10+ -isort==5.13.2 # Compatible with modern Black configs -flake8==7.1.1 # Updated linter engine +black==25.9.0 # Latest stable; supports Python 3.10+ +isort==7.0.0 # Compatible with modern Black configs +flake8==7.3.0 # Updated linter engine # === Type Checking === mypy==1.18.2 # Actively maintained type checker @@ -11,17 +11,17 @@ mypy-protobuf==3.6.0 # Works with newer mypy versions pytest==8.4.2 # Modern pytest with py3.10+ support pytest-cov==7.0.0 # Compatible with coverage>=7 pytest-mock==3.15.1 # For pytest>=8 -coverage==7.10.7 # Works with pytest-cov 5.x +coverage==7.11.0 # Works with pytest-cov 5.x # === Utilities === tenacity==9.1.2 # Smart retries tox==4.31.0 # Modern tox (new core + config) nbqa==1.9.1 # Run linters/formatters on notebooks -pip-licenses==5.0.0 # Fetch OSS licenses +pip-licenses==5.5.0 # Fetch OSS licenses # === Data & ML Related (for test_gen etc.) === pandas==2.3.3 # Modern release; requires numpy>=1.23 -pillow==11.3.0 # Stable, supports Python 3.10+ -grpcio-tools==1.70.0 # Prebuilt wheels for all py3.10+ +pillow==12.0.0 # Stable, supports Python 3.10+ +grpcio-tools==1.76.0 # Prebuilt wheels for all py3.10+ conda==3.5.0 pip-audit==2.9.0 \ No newline at end of file diff --git a/python/seldon_core/proto/prediction_pb2.py b/python/seldon_core/proto/prediction_pb2.py index bec47b6f7c..da913c31e3 100644 --- a/python/seldon_core/proto/prediction_pb2.py +++ b/python/seldon_core/proto/prediction_pb2.py @@ -2,7 +2,7 @@ # Generated by the protocol buffer compiler. DO NOT EDIT! # NO CHECKED-IN PROTOBUF GENCODE # source: proto/prediction.proto -# Protobuf Python Version: 5.29.0 +# Protobuf Python Version: 6.31.1 """Generated protocol buffer code.""" from google.protobuf import descriptor as _descriptor from google.protobuf import descriptor_pool as _descriptor_pool @@ -11,9 +11,9 @@ from google.protobuf.internal import builder as _builder _runtime_version.ValidateProtobufRuntimeVersion( _runtime_version.Domain.PUBLIC, - 5, - 29, - 0, + 6, + 31, + 1, '', 'proto/prediction.proto' ) diff --git a/python/seldon_core/proto/prediction_pb2_grpc.py b/python/seldon_core/proto/prediction_pb2_grpc.py index 32eb8fd749..5bb2352043 100644 --- a/python/seldon_core/proto/prediction_pb2_grpc.py +++ b/python/seldon_core/proto/prediction_pb2_grpc.py @@ -6,7 +6,7 @@ from google.protobuf import empty_pb2 as google_dot_protobuf_dot_empty__pb2 from seldon_core.proto import prediction_pb2 as proto_dot_prediction__pb2 -GRPC_GENERATED_VERSION = '1.70.0' +GRPC_GENERATED_VERSION = '1.76.0' GRPC_VERSION = grpc.__version__ _version_not_supported = False @@ -19,7 +19,7 @@ if _version_not_supported: raise RuntimeError( f'The grpc package installed is at version {GRPC_VERSION},' - + f' but the generated code in proto/prediction_pb2_grpc.py depends on' + + ' but the generated code in proto/prediction_pb2_grpc.py depends on' + f' grpcio>={GRPC_GENERATED_VERSION}.' + f' Please upgrade your grpc module to grpcio>={GRPC_GENERATED_VERSION}' + f' or downgrade your generated code using grpcio-tools<={GRPC_VERSION}.' diff --git a/python/seldon_core/proto/tensorflow/core/framework/resource_handle_pb2.py b/python/seldon_core/proto/tensorflow/core/framework/resource_handle_pb2.py index db7652cd1e..95866b40cd 100644 --- a/python/seldon_core/proto/tensorflow/core/framework/resource_handle_pb2.py +++ b/python/seldon_core/proto/tensorflow/core/framework/resource_handle_pb2.py @@ -2,7 +2,7 @@ # Generated by the protocol buffer compiler. DO NOT EDIT! # NO CHECKED-IN PROTOBUF GENCODE # source: tensorflow/core/framework/resource_handle.proto -# Protobuf Python Version: 5.29.0 +# Protobuf Python Version: 6.31.1 """Generated protocol buffer code.""" from google.protobuf import descriptor as _descriptor from google.protobuf import descriptor_pool as _descriptor_pool @@ -11,9 +11,9 @@ from google.protobuf.internal import builder as _builder _runtime_version.ValidateProtobufRuntimeVersion( _runtime_version.Domain.PUBLIC, - 5, - 29, - 0, + 6, + 31, + 1, '', 'tensorflow/core/framework/resource_handle.proto' ) diff --git a/python/seldon_core/proto/tensorflow/core/framework/tensor_pb2.py b/python/seldon_core/proto/tensorflow/core/framework/tensor_pb2.py index 4ef1a940a4..801d863010 100644 --- a/python/seldon_core/proto/tensorflow/core/framework/tensor_pb2.py +++ b/python/seldon_core/proto/tensorflow/core/framework/tensor_pb2.py @@ -2,7 +2,7 @@ # Generated by the protocol buffer compiler. DO NOT EDIT! # NO CHECKED-IN PROTOBUF GENCODE # source: tensorflow/core/framework/tensor.proto -# Protobuf Python Version: 5.29.0 +# Protobuf Python Version: 6.31.1 """Generated protocol buffer code.""" from google.protobuf import descriptor as _descriptor from google.protobuf import descriptor_pool as _descriptor_pool @@ -11,9 +11,9 @@ from google.protobuf.internal import builder as _builder _runtime_version.ValidateProtobufRuntimeVersion( _runtime_version.Domain.PUBLIC, - 5, - 29, - 0, + 6, + 31, + 1, '', 'tensorflow/core/framework/tensor.proto' ) diff --git a/python/seldon_core/proto/tensorflow/core/framework/tensor_shape_pb2.py b/python/seldon_core/proto/tensorflow/core/framework/tensor_shape_pb2.py index 4ee886b8c6..564e455280 100644 --- a/python/seldon_core/proto/tensorflow/core/framework/tensor_shape_pb2.py +++ b/python/seldon_core/proto/tensorflow/core/framework/tensor_shape_pb2.py @@ -2,7 +2,7 @@ # Generated by the protocol buffer compiler. DO NOT EDIT! # NO CHECKED-IN PROTOBUF GENCODE # source: tensorflow/core/framework/tensor_shape.proto -# Protobuf Python Version: 5.29.0 +# Protobuf Python Version: 6.31.1 """Generated protocol buffer code.""" from google.protobuf import descriptor as _descriptor from google.protobuf import descriptor_pool as _descriptor_pool @@ -11,9 +11,9 @@ from google.protobuf.internal import builder as _builder _runtime_version.ValidateProtobufRuntimeVersion( _runtime_version.Domain.PUBLIC, - 5, - 29, - 0, + 6, + 31, + 1, '', 'tensorflow/core/framework/tensor_shape.proto' ) diff --git a/python/seldon_core/proto/tensorflow/core/framework/types_pb2.py b/python/seldon_core/proto/tensorflow/core/framework/types_pb2.py index a6418010a2..13f88ee3eb 100644 --- a/python/seldon_core/proto/tensorflow/core/framework/types_pb2.py +++ b/python/seldon_core/proto/tensorflow/core/framework/types_pb2.py @@ -2,7 +2,7 @@ # Generated by the protocol buffer compiler. DO NOT EDIT! # NO CHECKED-IN PROTOBUF GENCODE # source: tensorflow/core/framework/types.proto -# Protobuf Python Version: 5.29.0 +# Protobuf Python Version: 6.31.1 """Generated protocol buffer code.""" from google.protobuf import descriptor as _descriptor from google.protobuf import descriptor_pool as _descriptor_pool @@ -11,9 +11,9 @@ from google.protobuf.internal import builder as _builder _runtime_version.ValidateProtobufRuntimeVersion( _runtime_version.Domain.PUBLIC, - 5, - 29, - 0, + 6, + 31, + 1, '', 'tensorflow/core/framework/types.proto' ) diff --git a/python/seldon_core/utils.py b/python/seldon_core/utils.py index 0f6900f20a..6109b6a99f 100644 --- a/python/seldon_core/utils.py +++ b/python/seldon_core/utils.py @@ -44,7 +44,7 @@ def get_request_path(): def json_to_seldon_message( - message_json: Union[List, Dict] + message_json: Union[List, Dict], ) -> prediction_pb2.SeldonMessage: """ Parses JSON input to a SeldonMessage proto diff --git a/python/setup.py b/python/setup.py index 2bc09f1625..b53f8e8b4c 100644 --- a/python/setup.py +++ b/python/setup.py @@ -19,28 +19,28 @@ license_files=["LICENSE"], packages=find_packages(), include_package_data=True, - python_requires=">=3.10.18,<3.12", # distutils removed in 3.12 + python_requires=">=3.12", # distutils removed in 3.12 install_requires=[ - "Flask >= 3.0.0, <3.1.2", - "jsonschema==4.2.0", - "Flask-cors>=6.0.0", - "requests<3.0.0", - "numpy==2.2.6", # Latest compatible with Python 3.10 - "protobuf==5.29.5", - "grpcio==1.75.1", - "Flask-OpenTracing >= 2.0.0", - "opentracing >= 2.2.0, < 2.5.0", # latest release is from 2020 - "jaeger-client >= 4.8.0", # latest release is from 2021 - "grpcio-opentracing >= 1.1.4", # latest release is from 2019 - "grpcio-reflection==1.59.0", - "gunicorn >= 23.0.0", - "setuptools >= 65.5.1", - "prometheus_client >= 0.23.1", - "werkzeug >= 3.1.3", - "cryptography >= 46.0.2", - "PyYAML >= 6.0.3", - "click >= 8.3.0", - "urllib3 >= 2.5.0", + "flask>=3.1.2", + "jsonschema>=4.25.1", + "flask-cors>=6.0.1", + "requests>=2.32.5", + "numpy>=2.3.4", + "protobuf>=6.33.0", + "grpcio>=1.76.0", + "flask-opentracing>=2.0.0", + "opentracing>=2.4.0", # latest release is from Nov 2020 + "jaeger-client>=4.8.0", # latest release is from Sep 2021 + "grpcio-opentracing>=1.1.4", # latest release is from Apr 2019 + "grpcio-reflection>=1.76.0", + "gunicorn>=23.0.0", + "setuptools>=80.9.0", + "prometheus_client>=0.23.1", + "werkzeug>=3.1.3", + "cryptography>=46.0.3", + "pyyaml>=6.0.3", + "click>=8.3.0", + "urllib3>=2.5.0", ], extras_require=extras, entry_points={ diff --git a/wrappers/s2i/python/Makefile b/wrappers/s2i/python/Makefile index a0767a4c1a..d767abbe49 100644 --- a/wrappers/s2i/python/Makefile +++ b/wrappers/s2i/python/Makefile @@ -3,9 +3,9 @@ VERSION ?= $(shell cat ../../../version.txt) DOCKER_REGISTRY ?= seldonio -CONDA_VERSION ?= 24.3.0 -PYTHON_VERSION ?= 3.10.18 -MINIFORGE_VERSION ?= 24.3.0-0 # comes with Python 3.10.14 +MINIFORGE_VERSION ?= 25.3.1-0 # comes with Python 3.12.11 +CONDA_VERSION ?= 25.3.1 +PYTHON_VERSION ?= 3.12.12 IMAGE_PYTHON_VERSION = $(shell echo -n $(PYTHON_VERSION) | cut -d. -f1-2 | sed 's/\.//g') From 2e3d59716616170edbb04671f87a1fbed3cd8174 Mon Sep 17 00:00:00 2001 From: Viktor Taskov Date: Thu, 23 Oct 2025 15:09:19 +0100 Subject: [PATCH 06/27] Update dev-reqs in testing/scripts; alibi requires numpy < 2.0.0 so fails to resolve because seldon-core package requires >= 2.3.4, same as thinc(unclear where this comes from) --- testing/scripts/dev_requirements.txt | 32 ++++++++++++++-------------- 1 file changed, 16 insertions(+), 16 deletions(-) diff --git a/testing/scripts/dev_requirements.txt b/testing/scripts/dev_requirements.txt index e4bf298ca6..11a8abfa90 100644 --- a/testing/scripts/dev_requirements.txt +++ b/testing/scripts/dev_requirements.txt @@ -1,22 +1,22 @@ -pytest==5.3.1 -pytest-xdist==1.30.0 -pytest-cov==2.8.1 -flaky==3.6.1 -tenacity==6.0.0 -sh==1.13.1 +pytest==8.4.2 +pytest-xdist==3.8.0 +pytest-cov==7.0.0 +flaky==3.8.1 +tenacity==9.1.2 +sh==2.2.2 # notebooks test deps -ipython==7.13.0 -nbconvert==5.6.1 -alibi==0.9.2 -shap==0.40.0 -matplotlib==3.1.3 -tensorflow==2.12.1 -tabulate==0.8.7 -Jinja2==3.0.0 +ipython==9.6.0 +nbconvert==7.16.6 +alibi==0.9.6 +shap==0.49.1 +matplotlib==3.10.7 +tensorflow==2.20.0 +tabulate==0.9.0 +Jinja2==3.1.6 # 2nd lvl dep on cov required to avoid sqllite dep -coverage==4.5.4 +coverage==7.11.0 # Required to build mock test images -mlserver==1.3.5 +mlserver==1.7.1 From 2de459ce20636386efd7cb95212aeaee248fc255 Mon Sep 17 00:00:00 2001 From: Viktor Taskov Date: Wed, 29 Oct 2025 14:40:45 +0000 Subject: [PATCH 07/27] Updated versions of numpy, protobuf and similar allow for tests inside wrappers folder to be run successfully --- python/licenses/license.txt | 2016 +++-------------- python/licenses/license_info.csv | 17 +- python/licenses/license_info.no_versions.csv | 3 +- python/requirements-dev.txt | 6 +- python/seldon_core/proto/prediction_pb2.py | 32 +- python/seldon_core/proto/prediction_pb2.pyi | 107 +- .../seldon_core/proto/prediction_pb2_grpc.py | 333 +-- .../core/framework/resource_handle_pb2.py | 16 +- .../tensorflow/core/framework/tensor_pb2.py | 36 +- .../core/framework/tensor_shape_pb2.py | 16 +- .../tensorflow/core/framework/types_pb2.py | 16 +- python/setup.py | 8 +- .../models/text-gen-gpt2/requirements.txt | 2 +- servers/sklearnserver/Makefile | 2 +- .../sklearnserver/requirements.txt | 4 +- servers/tfserving/Makefile | 2 +- servers/tfserving_proxy/Makefile | 2 +- servers/tfserving_proxy/requirements.txt | 6 +- servers/xgboostserver/Makefile | 2 +- .../xgboostserver/requirements.txt | 4 +- testing/scripts/dev_requirements.txt | 7 +- testing/scripts/kind_test_setup.sh | 8 +- testing/scripts/test_seldon_metadata.py | 2 +- testing/scripts/test_tags.py | 2 +- .../s2i/python/build_scripts/build_all.sh | 6 +- 25 files changed, 453 insertions(+), 2202 deletions(-) diff --git a/python/licenses/license.txt b/python/licenses/license.txt index 13e31be38b..4d6e2a1418 100644 --- a/python/licenses/license.txt +++ b/python/licenses/license.txt @@ -1973,7 +1973,7 @@ Apache Software License grpcio-reflection -1.76.0 +1.62.3 Apache Software License Apache License @@ -2773,7 +2773,7 @@ THE SOFTWARE. keras -3.11.3 +3.12.0 Apache License 2.0 UNKNOWN @@ -3137,9 +3137,9 @@ FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. -ml_dtypes -0.5.3 -Apache-2.0 +ml-dtypes +0.4.1 +Apache Software License Apache License Version 2.0, January 2004 @@ -3362,9 +3362,9 @@ See the License for the specific language governing permissions and limitations under the License. numpy -2.3.4 +1.26.4 BSD License -Copyright (c) 2005-2025, NumPy Developers. +Copyright (c) 2005-2023, NumPy Developers. All rights reserved. Redistribution and use in source and binary forms, with or without @@ -3405,15 +3405,20 @@ Files: numpy/linalg/lapack_lite/* License: BSD-3-Clause For details, see numpy/linalg/lapack_lite/LICENSE.txt +Name: tempita +Files: tools/npy_tempita/* +License: MIT + For details, see tools/npy_tempita/license.txt + Name: dragon4 -Files: numpy/_core/src/multiarray/dragon4.c +Files: numpy/core/src/multiarray/dragon4.c License: MIT - For license text, see numpy/_core/src/multiarray/dragon4.c + For license text, see numpy/core/src/multiarray/dragon4.c Name: libdivide -Files: numpy/_core/include/numpy/libdivide/* +Files: numpy/core/include/numpy/libdivide/* License: Zlib - For license text, see numpy/_core/include/numpy/libdivide/LICENSE.txt + For license text, see numpy/core/include/numpy/libdivide/LICENSE.txt Note that the following files are vendored in the repository and sdist but not @@ -3429,18 +3434,13 @@ Files: .spin/cmds.py License: BSD-3 For license text, see .spin/LICENSE -Name: tempita -Files: numpy/_build_utils/tempita/* -License: MIT - For details, see numpy/_build_utils/tempita/LICENCE.txt - ---- This binary distribution of NumPy also bundles the following software: Name: OpenBLAS -Files: numpy.libs/libscipy_openblas*.so +Files: numpy.libs/libopenblas*.so Description: bundled as a dynamically linked library Availability: https://github.com/OpenMathLib/OpenBLAS/ License: BSD-3-Clause @@ -3476,10 +3476,10 @@ License: BSD-3-Clause Name: LAPACK -Files: numpy.libs/libscipy_openblas*.so +Files: numpy.libs/libopenblas*.so Description: bundled in OpenBLAS Availability: https://github.com/OpenMathLib/OpenBLAS/ -License: BSD-3-Clause-Open-MPI +License: BSD-3-Clause-Attribution Copyright (c) 1992-2013 The University of Tennessee and The University of Tennessee Research Foundation. All rights reserved. @@ -3534,7 +3534,7 @@ Name: GCC runtime library Files: numpy.libs/libgfortran*.so Description: dynamically linked to files compiled with gcc Availability: https://gcc.gnu.org/git/?p=gcc.git;a=tree;f=libgfortran -License: GPL-3.0-or-later WITH GCC-exception-3.1 +License: GPL-3.0-with-GCC-exception Copyright (C) 2002-2017 Free Software Foundation, Inc. Libgfortran is free software; you can redistribute it and/or modify @@ -3568,7 +3568,7 @@ GCC RUNTIME LIBRARY EXCEPTION Version 3.1, 31 March 2009 -Copyright (C) 2009 Free Software Foundation, Inc. +Copyright (C) 2009 Free Software Foundation, Inc. Everyone is permitted to copy and distribute verbatim copies of this license document, but changing it is not allowed. @@ -3642,7 +3642,7 @@ requirements of the license of GCC. GNU GENERAL PUBLIC LICENSE Version 3, 29 June 2007 - Copyright (C) 2007 Free Software Foundation, Inc. + Copyright (C) 2007 Free Software Foundation, Inc. Everyone is permitted to copy and distribute verbatim copies of this license document, but changing it is not allowed. @@ -4286,7 +4286,7 @@ the "copyright" line and a pointer to where the full notice is found. GNU General Public License for more details. You should have received a copy of the GNU General Public License - along with this program. If not, see . + along with this program. If not, see . Also add information on how to contact you by electronic and paper mail. @@ -4305,14 +4305,14 @@ might be different; for a GUI interface, you would use an "about box". You should also get your employer (if you work as a programmer) or school, if any, to sign a "copyright disclaimer" for the program, if necessary. For more information on this, and how to apply and follow the GNU GPL, see -. +. The GNU General Public License does not permit incorporating your program into proprietary programs. 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Redistributions in binary form must reproduce the above copyright notice, - this list of conditions and the following disclaimer in the documentation - and/or other materials provided with the distribution. - -THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND -ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED -WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE -DISCLAIMED. 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Definitions --------------- - - Throughout this license, the terms `package', `FreeType Project', - and `FreeType archive' refer to the set of files originally - distributed by the authors (David Turner, Robert Wilhelm, and - Werner Lemberg) as the `FreeType Project', be they named as alpha, - beta or final release. - - `You' refers to the licensee, or person using the project, where - `using' is a generic term including compiling the project's source - code as well as linking it to form a `program' or `executable'. - This program is referred to as `a program using the FreeType - engine'. - - This license applies to all files distributed in the original - FreeType Project, including all source code, binaries and - documentation, unless otherwise stated in the file in its - original, unmodified form as distributed in the original archive. - If you are unsure whether or not a particular file is covered by - this license, you must contact us to verify this. - - The FreeType Project is copyright (C) 1996-2000 by David Turner, - Robert Wilhelm, and Werner Lemberg. 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Contacts ------------ - - There are two mailing lists related to FreeType: - - o freetype@nongnu.org - - Discusses general use and applications of FreeType, as well as - future and wanted additions to the library and distribution. - If you are looking for support, start in this list if you - haven't found anything to help you in the documentation. - - o freetype-devel@nongnu.org - - Discusses bugs, as well as engine internals, design issues, - specific licenses, porting, etc. - - Our home page can be found at - - https://www.freetype.org - - ---- end of FTL.TXT --- - -The following license details are part of `src/bdf/README`: - -``` -License -******* - -Copyright (C) 2001-2002 by Francesco Zappa Nardelli - -Permission is hereby granted, free of charge, to any person obtaining -a copy of this software and associated documentation files (the -"Software"), to deal in the Software without restriction, including -without limitation the rights to use, copy, modify, merge, publish, -distribute, sublicense, and/or sell copies of the Software, and to -permit persons to whom the Software is furnished to do so, subject to -the following conditions: - -The above copyright notice and this permission notice shall be -included in all copies or substantial portions of the Software. - -THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, -EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF -MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. -IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY -CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, -TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE -SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. - -*** Portions of the driver (that is, bdflib.c and bdf.h): - -Copyright 2000 Computing Research Labs, New Mexico State University -Copyright 2001-2002, 2011 Francesco Zappa Nardelli - -Permission is hereby granted, free of charge, to any person obtaining a -copy of this software and associated documentation files (the "Software"), -to deal in the Software without restriction, including without limitation -the rights to use, copy, modify, merge, publish, distribute, sublicense, -and/or sell copies of the Software, and to permit persons to whom the -Software is furnished to do so, subject to the following conditions: - -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. - -THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL -THE COMPUTING RESEARCH LAB OR NEW MEXICO STATE UNIVERSITY BE LIABLE FOR ANY -CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT -OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR -THE USE OR OTHER DEALINGS IN THE SOFTWARE. - - -Credits -******* - -This driver is based on excellent Mark Leisher's bdf library. If you -find something good in this driver you should probably thank him, not -me. -``` - -The following license details are part of `src/pcf/README`: - -``` -License -******* - -Copyright (C) 2000 by Francesco Zappa Nardelli - -Permission is hereby granted, free of charge, to any person obtaining -a copy of this software and associated documentation files (the -"Software"), to deal in the Software without restriction, including -without limitation the rights to use, copy, modify, merge, publish, -distribute, sublicense, and/or sell copies of the Software, and to -permit persons to whom the Software is furnished to do so, subject to -the following conditions: - -The above copyright notice and this permission notice shall be -included in all copies or substantial portions of the Software. - -THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, -EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF -MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. -IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY -CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, -TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE -SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. - - -Credits -******* - -Keith Packard wrote the pcf driver found in XFree86. His work is at -the same time the specification and the sample implementation of the -PCF format. Undoubtedly, this driver is inspired from his work. -``` - - ----- - -HARFBUZZ - -HarfBuzz is licensed under the so-called "Old MIT" license. Details follow. -For parts of HarfBuzz that are licensed under different licenses see individual -files names COPYING in subdirectories where applicable. - -Copyright © 2010-2022 Google, Inc. -Copyright © 2015-2020 Ebrahim Byagowi -Copyright © 2019,2020 Facebook, Inc. -Copyright © 2012,2015 Mozilla Foundation -Copyright © 2011 Codethink Limited -Copyright © 2008,2010 Nokia Corporation and/or its subsidiary(-ies) -Copyright © 2009 Keith Stribley -Copyright © 2011 Martin Hosken and SIL International -Copyright © 2007 Chris Wilson -Copyright © 2005,2006,2020,2021,2022,2023 Behdad Esfahbod -Copyright © 2004,2007,2008,2009,2010,2013,2021,2022,2023 Red Hat, Inc. -Copyright © 1998-2005 David Turner and Werner Lemberg -Copyright © 2016 Igalia S.L. -Copyright © 2022 Matthias Clasen -Copyright © 2018,2021 Khaled Hosny -Copyright © 2018,2019,2020 Adobe, Inc -Copyright © 2013-2015 Alexei Podtelezhnikov - -For full copyright notices consult the individual files in the package. - - -Permission is hereby granted, without written agreement and without -license or royalty fees, to use, copy, modify, and distribute this -software and its documentation for any purpose, provided that the -above copyright notice and the following two paragraphs appear in -all copies of this software. - -IN NO EVENT SHALL THE COPYRIGHT HOLDER BE LIABLE TO ANY PARTY FOR -DIRECT, INDIRECT, SPECIAL, INCIDENTAL, OR CONSEQUENTIAL DAMAGES -ARISING OUT OF THE USE OF THIS SOFTWARE AND ITS DOCUMENTATION, EVEN -IF THE COPYRIGHT HOLDER HAS BEEN ADVISED OF THE POSSIBILITY OF SUCH -DAMAGE. - -THE COPYRIGHT HOLDER SPECIFICALLY DISCLAIMS ANY WARRANTIES, INCLUDING, -BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND -FITNESS FOR A PARTICULAR PURPOSE. THE SOFTWARE PROVIDED HEREUNDER IS -ON AN "AS IS" BASIS, AND THE COPYRIGHT HOLDER HAS NO OBLIGATION TO -PROVIDE MAINTENANCE, SUPPORT, UPDATES, ENHANCEMENTS, OR MODIFICATIONS. - - ----- - -LCMS2 - -Little CMS -Copyright (c) 1998-2020 Marti Maria Saguer - -Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: - -The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. - -THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. - - ----- - -LIBAVIF - -Copyright 2019 Joe Drago. All rights reserved. - -Redistribution and use in source and binary forms, with or without -modification, are permitted provided that the following conditions are met: - -1. Redistributions of source code must retain the above copyright notice, this -list of conditions and the following disclaimer. - -2. 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Lane, Guido Vollbeding. -All Rights Reserved except as specified below. - -Permission is hereby granted to use, copy, modify, and distribute this -software (or portions thereof) for any purpose, without fee, subject to these -conditions: -(1) If any part of the source code for this software is distributed, then this -README file must be included, with this copyright and no-warranty notice -unaltered; and any additions, deletions, or changes to the original files -must be clearly indicated in accompanying documentation. -(2) If only executable code is distributed, then the accompanying -documentation must state that "this software is based in part on the work of -the Independent JPEG Group". -(3) Permission for use of this software is granted only if the user accepts -full responsibility for any undesirable consequences; the authors accept -NO LIABILITY for damages of any kind. - -These conditions apply to any software derived from or based on the IJG code, -not just to the unmodified library. 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We also recommend that a - file or class name and description of purpose be included on the - same "printed page" as the copyright notice for easier - identification within third-party archives. - - Copyright [yyyy] [name of copyright owner] - - Licensed under the Apache License, Version 2.0 (the "License"); - you may not use this file except in compliance with the License. - You may obtain a copy of the License at - - http://www.apache.org/licenses/LICENSE-2.0 - - Unless required by applicable law or agreed to in writing, software - distributed under the License is distributed on an "AS IS" BASIS, - WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - See the License for the specific language governing permissions and - limitations under the License. - - -protobuf -6.33.0 -3-Clause BSD License -Copyright 2008 Google Inc. All rights reserved. - -Redistribution and use in source and binary forms, with or without -modification, are permitted provided that the following conditions are -met: - - * Redistributions of source code must retain the above copyright -notice, this list of conditions and the following disclaimer. - * Redistributions in binary form must reproduce the above -copyright notice, this list of conditions and the following disclaimer -in the documentation and/or other materials provided with the -distribution. - * Neither the name of Google Inc. nor the names of its -contributors may be used to endorse or promote products derived from -this software without specific prior written permission. - -THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS -"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT -LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR -A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT -OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, -SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT -LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, -DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY -THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT -(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE -OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. - -Code generated by the Protocol Buffer compiler is owned by the owner -of the input file used when generating it. This code is not -standalone and requires a support library to be linked with it. This -support library is itself covered by the above license. +Code generated by the Protocol Buffer compiler is owned by the owner +of the input file used when generating it. This code is not +standalone and requires a support library to be linked with it. This +support library is itself covered by the above license. pycparser @@ -6920,7 +5392,7 @@ CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. tensorboard -2.20.0 +2.17.1 Apache Software License # TensorBoard License @@ -6933,6 +5405,7 @@ vendored content licensed Apache 2.0, MIT, and BSD-3. - external/npm/node_modules/d3/LICENSE - external/com_google_fonts_roboto/LICENSE - external/org_mozilla_bleach/LICENSE +- external/org_html5lib/LICENSE - external/org_pythonhosted_webencodings/LICENSE - third_party/bh_tsne.LICENSE @@ -7404,6 +5877,31 @@ limitations under the License. +### external/org_html5lib/LICENSE + +Copyright (c) 2006-2013 James Graham and other contributors + +Permission is hereby granted, free of charge, to any person obtaining +a copy of this software and associated documentation files (the +"Software"), to deal in the Software without restriction, including +without limitation the rights to use, copy, modify, merge, publish, +distribute, sublicense, and/or sell copies of the Software, and to +permit persons to whom the Software is furnished to do so, subject to +the following conditions: + +The above copyright notice and this permission notice shall be +included in all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, +EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + + + ### external/org_pythonhosted_webencodings/LICENSE Copyright (c) 2012 by Simon Sapin. @@ -7471,7 +5969,7 @@ Apache Software License UNKNOWN tensorflow -2.20.0 +2.17.1 Apache Software License Apache License @@ -7679,7 +6177,7 @@ Apache Software License termcolor -3.1.0 +3.2.0 MIT Copyright (c) 2008-2011 Volvox Development Team diff --git a/python/licenses/license_info.csv b/python/licenses/license_info.csv index 938e6301bb..16ff7ebca6 100644 --- a/python/licenses/license_info.csv +++ b/python/licenses/license_info.csv @@ -22,7 +22,7 @@ "google-pasta","0.2.0","Apache Software License" "grpcio","1.76.0","Apache Software License" "grpcio-opentracing","1.1.4","Apache Software License" -"grpcio-reflection","1.76.0","Apache Software License" +"grpcio-reflection","1.62.3","Apache Software License" "gunicorn","23.0.0","MIT License" "h5py","3.15.1","BSD-3-Clause" "idna","3.11","BSD-3-Clause" @@ -30,20 +30,19 @@ "jaeger-client","4.8.0","Apache Software License" "jsonschema","4.25.1","MIT" "jsonschema-specifications","2025.9.1","MIT" -"keras","3.11.3","Apache License 2.0" +"keras","3.12.0","Apache License 2.0" "libclang","18.1.1","Apache Software License" "markdown-it-py","4.0.0","MIT License" "mdurl","0.1.2","MIT License" -"ml_dtypes","0.5.3","Apache-2.0" +"ml-dtypes","0.4.1","Apache Software License" "namex","0.1.0","UNKNOWN" -"numpy","2.3.4","BSD License" +"numpy","1.26.4","BSD License" "opentracing","2.4.0","Apache Software License" "opt_einsum","3.4.0","MIT" "optree","0.17.0","Apache-2.0" "packaging","25.0","Apache Software License; BSD License" -"pillow","12.0.0","MIT-CMU" "prometheus_client","0.23.1","Apache-2.0 AND BSD-2-Clause" -"protobuf","6.33.0","3-Clause BSD License" +"protobuf","4.25.8","3-Clause BSD License" "pycparser","2.23","BSD License" "referencing","0.37.0","MIT" "requests","2.32.5","Apache Software License" @@ -51,10 +50,10 @@ "rpds-py","0.28.0","MIT" "seldon-core","1.19.0.dev0","Business Source License 1.1" "six","1.17.0","MIT License" -"tensorboard","2.20.0","Apache Software License" +"tensorboard","2.17.1","Apache Software License" "tensorboard-data-server","0.7.2","Apache Software License" -"tensorflow","2.20.0","Apache Software License" -"termcolor","3.1.0","MIT" +"tensorflow","2.17.1","Apache Software License" +"termcolor","3.2.0","MIT" "threadloop","1.0.2","MIT License" "thrift","0.22.0","Apache License 2.0" "tornado","6.5.2","Apache Software License" diff --git a/python/licenses/license_info.no_versions.csv b/python/licenses/license_info.no_versions.csv index a3520a0dae..dd1e90fe11 100644 --- a/python/licenses/license_info.no_versions.csv +++ b/python/licenses/license_info.no_versions.csv @@ -34,14 +34,13 @@ "libclang","Apache Software License" "markdown-it-py","MIT License" "mdurl","MIT License" -"ml_dtypes","Apache-2.0" +"ml-dtypes","Apache Software License" "namex","UNKNOWN" "numpy","BSD License" "opentracing","Apache Software License" "opt_einsum","MIT" "optree","Apache-2.0" "packaging","Apache Software License; BSD License" -"pillow","MIT-CMU" "prometheus_client","Apache-2.0 AND BSD-2-Clause" "protobuf","3-Clause BSD License" "pycparser","BSD License" diff --git a/python/requirements-dev.txt b/python/requirements-dev.txt index ad7a54e84c..fa2b191d9b 100644 --- a/python/requirements-dev.txt +++ b/python/requirements-dev.txt @@ -5,7 +5,7 @@ flake8==7.3.0 # Updated linter engine # === Type Checking === mypy==1.18.2 # Actively maintained type checker -mypy-protobuf==3.6.0 # Works with newer mypy versions +mypy-protobuf==3.5.0 # Works with newer mypy versions # === Testing === pytest==8.4.2 # Modern pytest with py3.10+ support @@ -21,7 +21,7 @@ pip-licenses==5.5.0 # Fetch OSS licenses # === Data & ML Related (for test_gen etc.) === pandas==2.3.3 # Modern release; requires numpy>=1.23 -pillow==12.0.0 # Stable, supports Python 3.10+ -grpcio-tools==1.76.0 # Prebuilt wheels for all py3.10+ +pillow==10.4.0 # Stable, supports Python 3.10+ +grpcio-tools==1.62.3 # Prebuilt wheels for all py3.10+ conda==3.5.0 pip-audit==2.9.0 \ No newline at end of file diff --git a/python/seldon_core/proto/prediction_pb2.py b/python/seldon_core/proto/prediction_pb2.py index da913c31e3..1300b0178c 100644 --- a/python/seldon_core/proto/prediction_pb2.py +++ b/python/seldon_core/proto/prediction_pb2.py @@ -1,22 +1,12 @@ # -*- coding: utf-8 -*- # Generated by the protocol buffer compiler. DO NOT EDIT! -# NO CHECKED-IN PROTOBUF GENCODE # source: proto/prediction.proto -# Protobuf Python Version: 6.31.1 +# Protobuf Python Version: 4.25.1 """Generated protocol buffer code.""" from google.protobuf import descriptor as _descriptor from google.protobuf import descriptor_pool as _descriptor_pool -from google.protobuf import runtime_version as _runtime_version from google.protobuf import symbol_database as _symbol_database from google.protobuf.internal import builder as _builder -_runtime_version.ValidateProtobufRuntimeVersion( - _runtime_version.Domain.PUBLIC, - 6, - 31, - 1, - '', - 'proto/prediction.proto' -) # @@protoc_insertion_point(imports) _sym_db = _symbol_database.Default() @@ -33,24 +23,24 @@ _globals = globals() _builder.BuildMessageAndEnumDescriptors(DESCRIPTOR, _globals) _builder.BuildTopDescriptorsAndMessages(DESCRIPTOR, 'proto.prediction_pb2', _globals) -if not _descriptor._USE_C_DESCRIPTORS: - _globals['DESCRIPTOR']._loaded_options = None +if _descriptor._USE_C_DESCRIPTORS == False: + _globals['DESCRIPTOR']._options = None _globals['DESCRIPTOR']._serialized_options = b'\n\020io.seldon.protosB\020PredictionProtosZBgithub.com/seldonio/seldon-core/incubating/wrappers/s2i/go/pkg/api' - _globals['_TENSOR'].fields_by_name['shape']._loaded_options = None + _globals['_TENSOR'].fields_by_name['shape']._options = None _globals['_TENSOR'].fields_by_name['shape']._serialized_options = b'\020\001' - _globals['_TENSOR'].fields_by_name['values']._loaded_options = None + _globals['_TENSOR'].fields_by_name['values']._options = None _globals['_TENSOR'].fields_by_name['values']._serialized_options = b'\020\001' - _globals['_META_TAGSENTRY']._loaded_options = None + _globals['_META_TAGSENTRY']._options = None _globals['_META_TAGSENTRY']._serialized_options = b'8\001' - _globals['_META_ROUTINGENTRY']._loaded_options = None + _globals['_META_ROUTINGENTRY']._options = None _globals['_META_ROUTINGENTRY']._serialized_options = b'8\001' - _globals['_META_REQUESTPATHENTRY']._loaded_options = None + _globals['_META_REQUESTPATHENTRY']._options = None _globals['_META_REQUESTPATHENTRY']._serialized_options = b'8\001' - _globals['_METRIC_TAGSENTRY']._loaded_options = None + _globals['_METRIC_TAGSENTRY']._options = None _globals['_METRIC_TAGSENTRY']._serialized_options = b'8\001' - _globals['_SELDONMODELMETADATA_CUSTOMENTRY']._loaded_options = None + _globals['_SELDONMODELMETADATA_CUSTOMENTRY']._options = None _globals['_SELDONMODELMETADATA_CUSTOMENTRY']._serialized_options = b'8\001' - _globals['_SELDONGRAPHMETADATA_MODELSENTRY']._loaded_options = None + _globals['_SELDONGRAPHMETADATA_MODELSENTRY']._options = None _globals['_SELDONGRAPHMETADATA_MODELSENTRY']._serialized_options = b'8\001' _globals['_SELDONMESSAGE']._serialized_start=168 _globals['_SELDONMESSAGE']._serialized_end=441 diff --git a/python/seldon_core/proto/prediction_pb2.pyi b/python/seldon_core/proto/prediction_pb2.pyi index 0ecd7f716e..8f2609b0e2 100644 --- a/python/seldon_core/proto/prediction_pb2.pyi +++ b/python/seldon_core/proto/prediction_pb2.pyi @@ -2,7 +2,6 @@ @generated by mypy-protobuf. Do not edit manually! isort:skip_file """ - import builtins import collections.abc import google.protobuf.any_pb2 @@ -22,7 +21,7 @@ else: DESCRIPTOR: google.protobuf.descriptor.FileDescriptor -@typing.final +@typing_extensions.final class SeldonMessage(google.protobuf.message.Message): """[START Messages]""" @@ -35,14 +34,14 @@ class SeldonMessage(google.protobuf.message.Message): STRDATA_FIELD_NUMBER: builtins.int JSONDATA_FIELD_NUMBER: builtins.int CUSTOMDATA_FIELD_NUMBER: builtins.int - binData: builtins.bytes - strData: builtins.str @property def status(self) -> global___Status: ... @property def meta(self) -> global___Meta: ... @property def data(self) -> global___DefaultData: ... + binData: builtins.bytes + strData: builtins.str @property def jsonData(self) -> google.protobuf.struct_pb2.Value: ... @property @@ -58,13 +57,13 @@ class SeldonMessage(google.protobuf.message.Message): jsonData: google.protobuf.struct_pb2.Value | None = ..., customData: google.protobuf.any_pb2.Any | None = ..., ) -> None: ... - def HasField(self, field_name: typing.Literal["binData", b"binData", "customData", b"customData", "data", b"data", "data_oneof", b"data_oneof", "jsonData", b"jsonData", "meta", b"meta", "status", b"status", "strData", b"strData"]) -> builtins.bool: ... - def ClearField(self, field_name: typing.Literal["binData", b"binData", "customData", b"customData", "data", b"data", "data_oneof", b"data_oneof", "jsonData", b"jsonData", "meta", b"meta", "status", b"status", "strData", b"strData"]) -> None: ... - def WhichOneof(self, oneof_group: typing.Literal["data_oneof", b"data_oneof"]) -> typing.Literal["data", "binData", "strData", "jsonData", "customData"] | None: ... + def HasField(self, field_name: typing_extensions.Literal["binData", b"binData", "customData", b"customData", "data", b"data", "data_oneof", b"data_oneof", "jsonData", b"jsonData", "meta", b"meta", "status", b"status", "strData", b"strData"]) -> builtins.bool: ... + def ClearField(self, field_name: typing_extensions.Literal["binData", b"binData", "customData", b"customData", "data", b"data", "data_oneof", b"data_oneof", "jsonData", b"jsonData", "meta", b"meta", "status", b"status", "strData", b"strData"]) -> None: ... + def WhichOneof(self, oneof_group: typing_extensions.Literal["data_oneof", b"data_oneof"]) -> typing_extensions.Literal["data", "binData", "strData", "jsonData", "customData"] | None: ... global___SeldonMessage = SeldonMessage -@typing.final +@typing_extensions.final class DefaultData(google.protobuf.message.Message): DESCRIPTOR: google.protobuf.descriptor.Descriptor @@ -88,13 +87,13 @@ class DefaultData(google.protobuf.message.Message): ndarray: google.protobuf.struct_pb2.ListValue | None = ..., tftensor: tensorflow.core.framework.tensor_pb2.TensorProto | None = ..., ) -> None: ... - def HasField(self, field_name: typing.Literal["data_oneof", b"data_oneof", "ndarray", b"ndarray", "tensor", b"tensor", "tftensor", b"tftensor"]) -> builtins.bool: ... - def ClearField(self, field_name: typing.Literal["data_oneof", b"data_oneof", "names", b"names", "ndarray", b"ndarray", "tensor", b"tensor", "tftensor", b"tftensor"]) -> None: ... - def WhichOneof(self, oneof_group: typing.Literal["data_oneof", b"data_oneof"]) -> typing.Literal["tensor", "ndarray", "tftensor"] | None: ... + def HasField(self, field_name: typing_extensions.Literal["data_oneof", b"data_oneof", "ndarray", b"ndarray", "tensor", b"tensor", "tftensor", b"tftensor"]) -> builtins.bool: ... + def ClearField(self, field_name: typing_extensions.Literal["data_oneof", b"data_oneof", "names", b"names", "ndarray", b"ndarray", "tensor", b"tensor", "tftensor", b"tftensor"]) -> None: ... + def WhichOneof(self, oneof_group: typing_extensions.Literal["data_oneof", b"data_oneof"]) -> typing_extensions.Literal["tensor", "ndarray", "tftensor"] | None: ... global___DefaultData = DefaultData -@typing.final +@typing_extensions.final class Tensor(google.protobuf.message.Message): DESCRIPTOR: google.protobuf.descriptor.Descriptor @@ -110,15 +109,15 @@ class Tensor(google.protobuf.message.Message): shape: collections.abc.Iterable[builtins.int] | None = ..., values: collections.abc.Iterable[builtins.float] | None = ..., ) -> None: ... - def ClearField(self, field_name: typing.Literal["shape", b"shape", "values", b"values"]) -> None: ... + def ClearField(self, field_name: typing_extensions.Literal["shape", b"shape", "values", b"values"]) -> None: ... global___Tensor = Tensor -@typing.final +@typing_extensions.final class Meta(google.protobuf.message.Message): DESCRIPTOR: google.protobuf.descriptor.Descriptor - @typing.final + @typing_extensions.final class TagsEntry(google.protobuf.message.Message): DESCRIPTOR: google.protobuf.descriptor.Descriptor @@ -133,10 +132,10 @@ class Meta(google.protobuf.message.Message): key: builtins.str = ..., value: google.protobuf.struct_pb2.Value | None = ..., ) -> None: ... - def HasField(self, field_name: typing.Literal["value", b"value"]) -> builtins.bool: ... - def ClearField(self, field_name: typing.Literal["key", b"key", "value", b"value"]) -> None: ... + def HasField(self, field_name: typing_extensions.Literal["value", b"value"]) -> builtins.bool: ... + def ClearField(self, field_name: typing_extensions.Literal["key", b"key", "value", b"value"]) -> None: ... - @typing.final + @typing_extensions.final class RoutingEntry(google.protobuf.message.Message): DESCRIPTOR: google.protobuf.descriptor.Descriptor @@ -150,9 +149,9 @@ class Meta(google.protobuf.message.Message): key: builtins.str = ..., value: builtins.int = ..., ) -> None: ... - def ClearField(self, field_name: typing.Literal["key", b"key", "value", b"value"]) -> None: ... + def ClearField(self, field_name: typing_extensions.Literal["key", b"key", "value", b"value"]) -> None: ... - @typing.final + @typing_extensions.final class RequestPathEntry(google.protobuf.message.Message): DESCRIPTOR: google.protobuf.descriptor.Descriptor @@ -166,7 +165,7 @@ class Meta(google.protobuf.message.Message): key: builtins.str = ..., value: builtins.str = ..., ) -> None: ... - def ClearField(self, field_name: typing.Literal["key", b"key", "value", b"value"]) -> None: ... + def ClearField(self, field_name: typing_extensions.Literal["key", b"key", "value", b"value"]) -> None: ... PUID_FIELD_NUMBER: builtins.int TAGS_FIELD_NUMBER: builtins.int @@ -191,11 +190,11 @@ class Meta(google.protobuf.message.Message): requestPath: collections.abc.Mapping[builtins.str, builtins.str] | None = ..., metrics: collections.abc.Iterable[global___Metric] | None = ..., ) -> None: ... - def ClearField(self, field_name: typing.Literal["metrics", b"metrics", "puid", b"puid", "requestPath", b"requestPath", "routing", b"routing", "tags", b"tags"]) -> None: ... + def ClearField(self, field_name: typing_extensions.Literal["metrics", b"metrics", "puid", b"puid", "requestPath", b"requestPath", "routing", b"routing", "tags", b"tags"]) -> None: ... global___Meta = Meta -@typing.final +@typing_extensions.final class Metric(google.protobuf.message.Message): DESCRIPTOR: google.protobuf.descriptor.Descriptor @@ -214,7 +213,7 @@ class Metric(google.protobuf.message.Message): GAUGE: Metric.MetricType.ValueType # 1 TIMER: Metric.MetricType.ValueType # 2 - @typing.final + @typing_extensions.final class TagsEntry(google.protobuf.message.Message): DESCRIPTOR: google.protobuf.descriptor.Descriptor @@ -228,7 +227,7 @@ class Metric(google.protobuf.message.Message): key: builtins.str = ..., value: builtins.str = ..., ) -> None: ... - def ClearField(self, field_name: typing.Literal["key", b"key", "value", b"value"]) -> None: ... + def ClearField(self, field_name: typing_extensions.Literal["key", b"key", "value", b"value"]) -> None: ... KEY_FIELD_NUMBER: builtins.int TYPE_FIELD_NUMBER: builtins.int @@ -247,11 +246,11 @@ class Metric(google.protobuf.message.Message): value: builtins.float = ..., tags: collections.abc.Mapping[builtins.str, builtins.str] | None = ..., ) -> None: ... - def ClearField(self, field_name: typing.Literal["key", b"key", "tags", b"tags", "type", b"type", "value", b"value"]) -> None: ... + def ClearField(self, field_name: typing_extensions.Literal["key", b"key", "tags", b"tags", "type", b"type", "value", b"value"]) -> None: ... global___Metric = Metric -@typing.final +@typing_extensions.final class SeldonMessageList(google.protobuf.message.Message): DESCRIPTOR: google.protobuf.descriptor.Descriptor @@ -263,11 +262,11 @@ class SeldonMessageList(google.protobuf.message.Message): *, seldonMessages: collections.abc.Iterable[global___SeldonMessage] | None = ..., ) -> None: ... - def ClearField(self, field_name: typing.Literal["seldonMessages", b"seldonMessages"]) -> None: ... + def ClearField(self, field_name: typing_extensions.Literal["seldonMessages", b"seldonMessages"]) -> None: ... global___SeldonMessageList = SeldonMessageList -@typing.final +@typing_extensions.final class Status(google.protobuf.message.Message): DESCRIPTOR: google.protobuf.descriptor.Descriptor @@ -300,11 +299,11 @@ class Status(google.protobuf.message.Message): reason: builtins.str = ..., status: global___Status.StatusFlag.ValueType = ..., ) -> None: ... - def ClearField(self, field_name: typing.Literal["code", b"code", "info", b"info", "reason", b"reason", "status", b"status"]) -> None: ... + def ClearField(self, field_name: typing_extensions.Literal["code", b"code", "info", b"info", "reason", b"reason", "status", b"status"]) -> None: ... global___Status = Status -@typing.final +@typing_extensions.final class Feedback(google.protobuf.message.Message): DESCRIPTOR: google.protobuf.descriptor.Descriptor @@ -312,11 +311,11 @@ class Feedback(google.protobuf.message.Message): RESPONSE_FIELD_NUMBER: builtins.int REWARD_FIELD_NUMBER: builtins.int TRUTH_FIELD_NUMBER: builtins.int - reward: builtins.float @property def request(self) -> global___SeldonMessage: ... @property def response(self) -> global___SeldonMessage: ... + reward: builtins.float @property def truth(self) -> global___SeldonMessage: ... def __init__( @@ -327,12 +326,12 @@ class Feedback(google.protobuf.message.Message): reward: builtins.float = ..., truth: global___SeldonMessage | None = ..., ) -> None: ... - def HasField(self, field_name: typing.Literal["request", b"request", "response", b"response", "truth", b"truth"]) -> builtins.bool: ... - def ClearField(self, field_name: typing.Literal["request", b"request", "response", b"response", "reward", b"reward", "truth", b"truth"]) -> None: ... + def HasField(self, field_name: typing_extensions.Literal["request", b"request", "response", b"response", "truth", b"truth"]) -> builtins.bool: ... + def ClearField(self, field_name: typing_extensions.Literal["request", b"request", "response", b"response", "reward", b"reward", "truth", b"truth"]) -> None: ... global___Feedback = Feedback -@typing.final +@typing_extensions.final class RequestResponse(google.protobuf.message.Message): DESCRIPTOR: google.protobuf.descriptor.Descriptor @@ -348,12 +347,12 @@ class RequestResponse(google.protobuf.message.Message): request: global___SeldonMessage | None = ..., response: global___SeldonMessage | None = ..., ) -> None: ... - def HasField(self, field_name: typing.Literal["request", b"request", "response", b"response"]) -> builtins.bool: ... - def ClearField(self, field_name: typing.Literal["request", b"request", "response", b"response"]) -> None: ... + def HasField(self, field_name: typing_extensions.Literal["request", b"request", "response", b"response"]) -> builtins.bool: ... + def ClearField(self, field_name: typing_extensions.Literal["request", b"request", "response", b"response"]) -> None: ... global___RequestResponse = RequestResponse -@typing.final +@typing_extensions.final class SeldonModelMetadataRequest(google.protobuf.message.Message): DESCRIPTOR: google.protobuf.descriptor.Descriptor @@ -364,11 +363,11 @@ class SeldonModelMetadataRequest(google.protobuf.message.Message): *, name: builtins.str = ..., ) -> None: ... - def ClearField(self, field_name: typing.Literal["name", b"name"]) -> None: ... + def ClearField(self, field_name: typing_extensions.Literal["name", b"name"]) -> None: ... global___SeldonModelMetadataRequest = SeldonModelMetadataRequest -@typing.final +@typing_extensions.final class SeldonMessageMetadata(google.protobuf.message.Message): DESCRIPTOR: google.protobuf.descriptor.Descriptor @@ -379,12 +378,12 @@ class SeldonMessageMetadata(google.protobuf.message.Message): SHAPE_FIELD_NUMBER: builtins.int messagetype: builtins.str """SeldonMessage Metadata fields""" + @property + def schema(self) -> google.protobuf.struct_pb2.Value: ... name: builtins.str """KFserving tesnor metadata fields""" datatype: builtins.str @property - def schema(self) -> google.protobuf.struct_pb2.Value: ... - @property def shape(self) -> google.protobuf.internal.containers.RepeatedScalarFieldContainer[builtins.int]: ... def __init__( self, @@ -395,16 +394,16 @@ class SeldonMessageMetadata(google.protobuf.message.Message): datatype: builtins.str = ..., shape: collections.abc.Iterable[builtins.int] | None = ..., ) -> None: ... - def HasField(self, field_name: typing.Literal["schema", b"schema"]) -> builtins.bool: ... - def ClearField(self, field_name: typing.Literal["datatype", b"datatype", "messagetype", b"messagetype", "name", b"name", "schema", b"schema", "shape", b"shape"]) -> None: ... + def HasField(self, field_name: typing_extensions.Literal["schema", b"schema"]) -> builtins.bool: ... + def ClearField(self, field_name: typing_extensions.Literal["datatype", b"datatype", "messagetype", b"messagetype", "name", b"name", "schema", b"schema", "shape", b"shape"]) -> None: ... global___SeldonMessageMetadata = SeldonMessageMetadata -@typing.final +@typing_extensions.final class SeldonModelMetadata(google.protobuf.message.Message): DESCRIPTOR: google.protobuf.descriptor.Descriptor - @typing.final + @typing_extensions.final class CustomEntry(google.protobuf.message.Message): DESCRIPTOR: google.protobuf.descriptor.Descriptor @@ -418,7 +417,7 @@ class SeldonModelMetadata(google.protobuf.message.Message): key: builtins.str = ..., value: builtins.str = ..., ) -> None: ... - def ClearField(self, field_name: typing.Literal["key", b"key", "value", b"value"]) -> None: ... + def ClearField(self, field_name: typing_extensions.Literal["key", b"key", "value", b"value"]) -> None: ... NAME_FIELD_NUMBER: builtins.int VERSIONS_FIELD_NUMBER: builtins.int @@ -427,9 +426,9 @@ class SeldonModelMetadata(google.protobuf.message.Message): OUTPUTS_FIELD_NUMBER: builtins.int CUSTOM_FIELD_NUMBER: builtins.int name: builtins.str - platform: builtins.str @property def versions(self) -> google.protobuf.internal.containers.RepeatedScalarFieldContainer[builtins.str]: ... + platform: builtins.str @property def inputs(self) -> google.protobuf.internal.containers.RepeatedCompositeFieldContainer[global___SeldonMessageMetadata]: ... @property @@ -446,15 +445,15 @@ class SeldonModelMetadata(google.protobuf.message.Message): outputs: collections.abc.Iterable[global___SeldonMessageMetadata] | None = ..., custom: collections.abc.Mapping[builtins.str, builtins.str] | None = ..., ) -> None: ... - def ClearField(self, field_name: typing.Literal["custom", b"custom", "inputs", b"inputs", "name", b"name", "outputs", b"outputs", "platform", b"platform", "versions", b"versions"]) -> None: ... + def ClearField(self, field_name: typing_extensions.Literal["custom", b"custom", "inputs", b"inputs", "name", b"name", "outputs", b"outputs", "platform", b"platform", "versions", b"versions"]) -> None: ... global___SeldonModelMetadata = SeldonModelMetadata -@typing.final +@typing_extensions.final class SeldonGraphMetadata(google.protobuf.message.Message): DESCRIPTOR: google.protobuf.descriptor.Descriptor - @typing.final + @typing_extensions.final class ModelsEntry(google.protobuf.message.Message): DESCRIPTOR: google.protobuf.descriptor.Descriptor @@ -469,8 +468,8 @@ class SeldonGraphMetadata(google.protobuf.message.Message): key: builtins.str = ..., value: global___SeldonModelMetadata | None = ..., ) -> None: ... - def HasField(self, field_name: typing.Literal["value", b"value"]) -> builtins.bool: ... - def ClearField(self, field_name: typing.Literal["key", b"key", "value", b"value"]) -> None: ... + def HasField(self, field_name: typing_extensions.Literal["value", b"value"]) -> builtins.bool: ... + def ClearField(self, field_name: typing_extensions.Literal["key", b"key", "value", b"value"]) -> None: ... NAME_FIELD_NUMBER: builtins.int MODELS_FIELD_NUMBER: builtins.int @@ -491,6 +490,6 @@ class SeldonGraphMetadata(google.protobuf.message.Message): inputs: collections.abc.Iterable[global___SeldonMessageMetadata] | None = ..., outputs: collections.abc.Iterable[global___SeldonMessageMetadata] | None = ..., ) -> None: ... - def ClearField(self, field_name: typing.Literal["inputs", b"inputs", "models", b"models", "name", b"name", "outputs", b"outputs"]) -> None: ... + def ClearField(self, field_name: typing_extensions.Literal["inputs", b"inputs", "models", b"models", "name", b"name", "outputs", b"outputs"]) -> None: ... global___SeldonGraphMetadata = SeldonGraphMetadata diff --git a/python/seldon_core/proto/prediction_pb2_grpc.py b/python/seldon_core/proto/prediction_pb2_grpc.py index 5bb2352043..c9426183d1 100644 --- a/python/seldon_core/proto/prediction_pb2_grpc.py +++ b/python/seldon_core/proto/prediction_pb2_grpc.py @@ -1,30 +1,10 @@ # Generated by the gRPC Python protocol compiler plugin. DO NOT EDIT! """Client and server classes corresponding to protobuf-defined services.""" import grpc -import warnings from google.protobuf import empty_pb2 as google_dot_protobuf_dot_empty__pb2 from seldon_core.proto import prediction_pb2 as proto_dot_prediction__pb2 -GRPC_GENERATED_VERSION = '1.76.0' -GRPC_VERSION = grpc.__version__ -_version_not_supported = False - -try: - from grpc._utilities import first_version_is_lower - _version_not_supported = first_version_is_lower(GRPC_VERSION, GRPC_GENERATED_VERSION) -except ImportError: - _version_not_supported = True - -if _version_not_supported: - raise RuntimeError( - f'The grpc package installed is at version {GRPC_VERSION},' - + ' but the generated code in proto/prediction_pb2_grpc.py depends on' - + f' grpcio>={GRPC_GENERATED_VERSION}.' - + f' Please upgrade your grpc module to grpcio>={GRPC_GENERATED_VERSION}' - + f' or downgrade your generated code using grpcio-tools<={GRPC_VERSION}.' - ) - class GenericStub(object): """[END Messages] @@ -43,27 +23,27 @@ def __init__(self, channel): '/seldon.protos.Generic/TransformInput', request_serializer=proto_dot_prediction__pb2.SeldonMessage.SerializeToString, response_deserializer=proto_dot_prediction__pb2.SeldonMessage.FromString, - _registered_method=True) + ) self.TransformOutput = channel.unary_unary( '/seldon.protos.Generic/TransformOutput', request_serializer=proto_dot_prediction__pb2.SeldonMessage.SerializeToString, response_deserializer=proto_dot_prediction__pb2.SeldonMessage.FromString, - _registered_method=True) + ) self.Route = channel.unary_unary( '/seldon.protos.Generic/Route', request_serializer=proto_dot_prediction__pb2.SeldonMessage.SerializeToString, response_deserializer=proto_dot_prediction__pb2.SeldonMessage.FromString, - _registered_method=True) + ) self.Aggregate = channel.unary_unary( '/seldon.protos.Generic/Aggregate', request_serializer=proto_dot_prediction__pb2.SeldonMessageList.SerializeToString, response_deserializer=proto_dot_prediction__pb2.SeldonMessage.FromString, - _registered_method=True) + ) self.SendFeedback = channel.unary_unary( '/seldon.protos.Generic/SendFeedback', request_serializer=proto_dot_prediction__pb2.Feedback.SerializeToString, response_deserializer=proto_dot_prediction__pb2.SeldonMessage.FromString, - _registered_method=True) + ) class GenericServicer(object): @@ -135,7 +115,6 @@ def add_GenericServicer_to_server(servicer, server): generic_handler = grpc.method_handlers_generic_handler( 'seldon.protos.Generic', rpc_method_handlers) server.add_generic_rpc_handlers((generic_handler,)) - server.add_registered_method_handlers('seldon.protos.Generic', rpc_method_handlers) # This class is part of an EXPERIMENTAL API. @@ -157,21 +136,11 @@ def TransformInput(request, wait_for_ready=None, timeout=None, metadata=None): - return grpc.experimental.unary_unary( - request, - target, - '/seldon.protos.Generic/TransformInput', + return grpc.experimental.unary_unary(request, target, '/seldon.protos.Generic/TransformInput', proto_dot_prediction__pb2.SeldonMessage.SerializeToString, proto_dot_prediction__pb2.SeldonMessage.FromString, - options, - channel_credentials, - insecure, - call_credentials, - compression, - wait_for_ready, - timeout, - metadata, - _registered_method=True) + options, channel_credentials, + insecure, call_credentials, compression, wait_for_ready, timeout, metadata) @staticmethod def TransformOutput(request, @@ -184,21 +153,11 @@ def TransformOutput(request, wait_for_ready=None, timeout=None, metadata=None): - return grpc.experimental.unary_unary( - request, - target, - '/seldon.protos.Generic/TransformOutput', + return grpc.experimental.unary_unary(request, target, '/seldon.protos.Generic/TransformOutput', proto_dot_prediction__pb2.SeldonMessage.SerializeToString, proto_dot_prediction__pb2.SeldonMessage.FromString, - options, - channel_credentials, - insecure, - call_credentials, - compression, - wait_for_ready, - timeout, - metadata, - _registered_method=True) + options, channel_credentials, + insecure, call_credentials, compression, wait_for_ready, timeout, metadata) @staticmethod def Route(request, @@ -211,21 +170,11 @@ def Route(request, wait_for_ready=None, timeout=None, metadata=None): - return grpc.experimental.unary_unary( - request, - target, - '/seldon.protos.Generic/Route', + return grpc.experimental.unary_unary(request, target, '/seldon.protos.Generic/Route', proto_dot_prediction__pb2.SeldonMessage.SerializeToString, proto_dot_prediction__pb2.SeldonMessage.FromString, - options, - channel_credentials, - insecure, - call_credentials, - compression, - wait_for_ready, - timeout, - metadata, - _registered_method=True) + options, channel_credentials, + insecure, call_credentials, compression, wait_for_ready, timeout, metadata) @staticmethod def Aggregate(request, @@ -238,21 +187,11 @@ def Aggregate(request, wait_for_ready=None, timeout=None, metadata=None): - return grpc.experimental.unary_unary( - request, - target, - '/seldon.protos.Generic/Aggregate', + return grpc.experimental.unary_unary(request, target, '/seldon.protos.Generic/Aggregate', proto_dot_prediction__pb2.SeldonMessageList.SerializeToString, proto_dot_prediction__pb2.SeldonMessage.FromString, - options, - channel_credentials, - insecure, - call_credentials, - compression, - wait_for_ready, - timeout, - metadata, - _registered_method=True) + options, channel_credentials, + insecure, call_credentials, compression, wait_for_ready, timeout, metadata) @staticmethod def SendFeedback(request, @@ -265,21 +204,11 @@ def SendFeedback(request, wait_for_ready=None, timeout=None, metadata=None): - return grpc.experimental.unary_unary( - request, - target, - '/seldon.protos.Generic/SendFeedback', + return grpc.experimental.unary_unary(request, target, '/seldon.protos.Generic/SendFeedback', proto_dot_prediction__pb2.Feedback.SerializeToString, proto_dot_prediction__pb2.SeldonMessage.FromString, - options, - channel_credentials, - insecure, - call_credentials, - compression, - wait_for_ready, - timeout, - metadata, - _registered_method=True) + options, channel_credentials, + insecure, call_credentials, compression, wait_for_ready, timeout, metadata) class ModelStub(object): @@ -295,17 +224,17 @@ def __init__(self, channel): '/seldon.protos.Model/Predict', request_serializer=proto_dot_prediction__pb2.SeldonMessage.SerializeToString, response_deserializer=proto_dot_prediction__pb2.SeldonMessage.FromString, - _registered_method=True) + ) self.SendFeedback = channel.unary_unary( '/seldon.protos.Model/SendFeedback', request_serializer=proto_dot_prediction__pb2.Feedback.SerializeToString, response_deserializer=proto_dot_prediction__pb2.SeldonMessage.FromString, - _registered_method=True) + ) self.Metadata = channel.unary_unary( '/seldon.protos.Model/Metadata', request_serializer=google_dot_protobuf_dot_empty__pb2.Empty.SerializeToString, response_deserializer=proto_dot_prediction__pb2.SeldonModelMetadata.FromString, - _registered_method=True) + ) class ModelServicer(object): @@ -351,7 +280,6 @@ def add_ModelServicer_to_server(servicer, server): generic_handler = grpc.method_handlers_generic_handler( 'seldon.protos.Model', rpc_method_handlers) server.add_generic_rpc_handlers((generic_handler,)) - server.add_registered_method_handlers('seldon.protos.Model', rpc_method_handlers) # This class is part of an EXPERIMENTAL API. @@ -369,21 +297,11 @@ def Predict(request, wait_for_ready=None, timeout=None, metadata=None): - return grpc.experimental.unary_unary( - request, - target, - '/seldon.protos.Model/Predict', + return grpc.experimental.unary_unary(request, target, '/seldon.protos.Model/Predict', proto_dot_prediction__pb2.SeldonMessage.SerializeToString, proto_dot_prediction__pb2.SeldonMessage.FromString, - options, - channel_credentials, - insecure, - call_credentials, - compression, - wait_for_ready, - timeout, - metadata, - _registered_method=True) + options, channel_credentials, + insecure, call_credentials, compression, wait_for_ready, timeout, metadata) @staticmethod def SendFeedback(request, @@ -396,21 +314,11 @@ def SendFeedback(request, wait_for_ready=None, timeout=None, metadata=None): - return grpc.experimental.unary_unary( - request, - target, - '/seldon.protos.Model/SendFeedback', + return grpc.experimental.unary_unary(request, target, '/seldon.protos.Model/SendFeedback', proto_dot_prediction__pb2.Feedback.SerializeToString, proto_dot_prediction__pb2.SeldonMessage.FromString, - options, - channel_credentials, - insecure, - call_credentials, - compression, - wait_for_ready, - timeout, - metadata, - _registered_method=True) + options, channel_credentials, + insecure, call_credentials, compression, wait_for_ready, timeout, metadata) @staticmethod def Metadata(request, @@ -423,21 +331,11 @@ def Metadata(request, wait_for_ready=None, timeout=None, metadata=None): - return grpc.experimental.unary_unary( - request, - target, - '/seldon.protos.Model/Metadata', + return grpc.experimental.unary_unary(request, target, '/seldon.protos.Model/Metadata', google_dot_protobuf_dot_empty__pb2.Empty.SerializeToString, proto_dot_prediction__pb2.SeldonModelMetadata.FromString, - options, - channel_credentials, - insecure, - call_credentials, - compression, - wait_for_ready, - timeout, - metadata, - _registered_method=True) + options, channel_credentials, + insecure, call_credentials, compression, wait_for_ready, timeout, metadata) class RouterStub(object): @@ -453,12 +351,12 @@ def __init__(self, channel): '/seldon.protos.Router/Route', request_serializer=proto_dot_prediction__pb2.SeldonMessage.SerializeToString, response_deserializer=proto_dot_prediction__pb2.SeldonMessage.FromString, - _registered_method=True) + ) self.SendFeedback = channel.unary_unary( '/seldon.protos.Router/SendFeedback', request_serializer=proto_dot_prediction__pb2.Feedback.SerializeToString, response_deserializer=proto_dot_prediction__pb2.SeldonMessage.FromString, - _registered_method=True) + ) class RouterServicer(object): @@ -493,7 +391,6 @@ def add_RouterServicer_to_server(servicer, server): generic_handler = grpc.method_handlers_generic_handler( 'seldon.protos.Router', rpc_method_handlers) server.add_generic_rpc_handlers((generic_handler,)) - server.add_registered_method_handlers('seldon.protos.Router', rpc_method_handlers) # This class is part of an EXPERIMENTAL API. @@ -511,21 +408,11 @@ def Route(request, wait_for_ready=None, timeout=None, metadata=None): - return grpc.experimental.unary_unary( - request, - target, - '/seldon.protos.Router/Route', + return grpc.experimental.unary_unary(request, target, '/seldon.protos.Router/Route', proto_dot_prediction__pb2.SeldonMessage.SerializeToString, proto_dot_prediction__pb2.SeldonMessage.FromString, - options, - channel_credentials, - insecure, - call_credentials, - compression, - wait_for_ready, - timeout, - metadata, - _registered_method=True) + options, channel_credentials, + insecure, call_credentials, compression, wait_for_ready, timeout, metadata) @staticmethod def SendFeedback(request, @@ -538,21 +425,11 @@ def SendFeedback(request, wait_for_ready=None, timeout=None, metadata=None): - return grpc.experimental.unary_unary( - request, - target, - '/seldon.protos.Router/SendFeedback', + return grpc.experimental.unary_unary(request, target, '/seldon.protos.Router/SendFeedback', proto_dot_prediction__pb2.Feedback.SerializeToString, proto_dot_prediction__pb2.SeldonMessage.FromString, - options, - channel_credentials, - insecure, - call_credentials, - compression, - wait_for_ready, - timeout, - metadata, - _registered_method=True) + options, channel_credentials, + insecure, call_credentials, compression, wait_for_ready, timeout, metadata) class TransformerStub(object): @@ -568,7 +445,7 @@ def __init__(self, channel): '/seldon.protos.Transformer/TransformInput', request_serializer=proto_dot_prediction__pb2.SeldonMessage.SerializeToString, response_deserializer=proto_dot_prediction__pb2.SeldonMessage.FromString, - _registered_method=True) + ) class TransformerServicer(object): @@ -592,7 +469,6 @@ def add_TransformerServicer_to_server(servicer, server): generic_handler = grpc.method_handlers_generic_handler( 'seldon.protos.Transformer', rpc_method_handlers) server.add_generic_rpc_handlers((generic_handler,)) - server.add_registered_method_handlers('seldon.protos.Transformer', rpc_method_handlers) # This class is part of an EXPERIMENTAL API. @@ -610,21 +486,11 @@ def TransformInput(request, wait_for_ready=None, timeout=None, metadata=None): - return grpc.experimental.unary_unary( - request, - target, - '/seldon.protos.Transformer/TransformInput', + return grpc.experimental.unary_unary(request, target, '/seldon.protos.Transformer/TransformInput', proto_dot_prediction__pb2.SeldonMessage.SerializeToString, proto_dot_prediction__pb2.SeldonMessage.FromString, - options, - channel_credentials, - insecure, - call_credentials, - compression, - wait_for_ready, - timeout, - metadata, - _registered_method=True) + options, channel_credentials, + insecure, call_credentials, compression, wait_for_ready, timeout, metadata) class OutputTransformerStub(object): @@ -640,7 +506,7 @@ def __init__(self, channel): '/seldon.protos.OutputTransformer/TransformOutput', request_serializer=proto_dot_prediction__pb2.SeldonMessage.SerializeToString, response_deserializer=proto_dot_prediction__pb2.SeldonMessage.FromString, - _registered_method=True) + ) class OutputTransformerServicer(object): @@ -664,7 +530,6 @@ def add_OutputTransformerServicer_to_server(servicer, server): generic_handler = grpc.method_handlers_generic_handler( 'seldon.protos.OutputTransformer', rpc_method_handlers) server.add_generic_rpc_handlers((generic_handler,)) - server.add_registered_method_handlers('seldon.protos.OutputTransformer', rpc_method_handlers) # This class is part of an EXPERIMENTAL API. @@ -682,21 +547,11 @@ def TransformOutput(request, wait_for_ready=None, timeout=None, metadata=None): - return grpc.experimental.unary_unary( - request, - target, - '/seldon.protos.OutputTransformer/TransformOutput', + return grpc.experimental.unary_unary(request, target, '/seldon.protos.OutputTransformer/TransformOutput', proto_dot_prediction__pb2.SeldonMessage.SerializeToString, proto_dot_prediction__pb2.SeldonMessage.FromString, - options, - channel_credentials, - insecure, - call_credentials, - compression, - wait_for_ready, - timeout, - metadata, - _registered_method=True) + options, channel_credentials, + insecure, call_credentials, compression, wait_for_ready, timeout, metadata) class CombinerStub(object): @@ -712,7 +567,7 @@ def __init__(self, channel): '/seldon.protos.Combiner/Aggregate', request_serializer=proto_dot_prediction__pb2.SeldonMessageList.SerializeToString, response_deserializer=proto_dot_prediction__pb2.SeldonMessage.FromString, - _registered_method=True) + ) class CombinerServicer(object): @@ -736,7 +591,6 @@ def add_CombinerServicer_to_server(servicer, server): generic_handler = grpc.method_handlers_generic_handler( 'seldon.protos.Combiner', rpc_method_handlers) server.add_generic_rpc_handlers((generic_handler,)) - server.add_registered_method_handlers('seldon.protos.Combiner', rpc_method_handlers) # This class is part of an EXPERIMENTAL API. @@ -754,21 +608,11 @@ def Aggregate(request, wait_for_ready=None, timeout=None, metadata=None): - return grpc.experimental.unary_unary( - request, - target, - '/seldon.protos.Combiner/Aggregate', + return grpc.experimental.unary_unary(request, target, '/seldon.protos.Combiner/Aggregate', proto_dot_prediction__pb2.SeldonMessageList.SerializeToString, proto_dot_prediction__pb2.SeldonMessage.FromString, - options, - channel_credentials, - insecure, - call_credentials, - compression, - wait_for_ready, - timeout, - metadata, - _registered_method=True) + options, channel_credentials, + insecure, call_credentials, compression, wait_for_ready, timeout, metadata) class SeldonStub(object): @@ -784,22 +628,22 @@ def __init__(self, channel): '/seldon.protos.Seldon/Predict', request_serializer=proto_dot_prediction__pb2.SeldonMessage.SerializeToString, response_deserializer=proto_dot_prediction__pb2.SeldonMessage.FromString, - _registered_method=True) + ) self.SendFeedback = channel.unary_unary( '/seldon.protos.Seldon/SendFeedback', request_serializer=proto_dot_prediction__pb2.Feedback.SerializeToString, response_deserializer=proto_dot_prediction__pb2.SeldonMessage.FromString, - _registered_method=True) + ) self.ModelMetadata = channel.unary_unary( '/seldon.protos.Seldon/ModelMetadata', request_serializer=proto_dot_prediction__pb2.SeldonModelMetadataRequest.SerializeToString, response_deserializer=proto_dot_prediction__pb2.SeldonModelMetadata.FromString, - _registered_method=True) + ) self.GraphMetadata = channel.unary_unary( '/seldon.protos.Seldon/GraphMetadata', request_serializer=google_dot_protobuf_dot_empty__pb2.Empty.SerializeToString, response_deserializer=proto_dot_prediction__pb2.SeldonGraphMetadata.FromString, - _registered_method=True) + ) class SeldonServicer(object): @@ -856,7 +700,6 @@ def add_SeldonServicer_to_server(servicer, server): generic_handler = grpc.method_handlers_generic_handler( 'seldon.protos.Seldon', rpc_method_handlers) server.add_generic_rpc_handlers((generic_handler,)) - server.add_registered_method_handlers('seldon.protos.Seldon', rpc_method_handlers) # This class is part of an EXPERIMENTAL API. @@ -874,21 +717,11 @@ def Predict(request, wait_for_ready=None, timeout=None, metadata=None): - return grpc.experimental.unary_unary( - request, - target, - '/seldon.protos.Seldon/Predict', + return grpc.experimental.unary_unary(request, target, '/seldon.protos.Seldon/Predict', proto_dot_prediction__pb2.SeldonMessage.SerializeToString, proto_dot_prediction__pb2.SeldonMessage.FromString, - options, - channel_credentials, - insecure, - call_credentials, - compression, - wait_for_ready, - timeout, - metadata, - _registered_method=True) + options, channel_credentials, + insecure, call_credentials, compression, wait_for_ready, timeout, metadata) @staticmethod def SendFeedback(request, @@ -901,21 +734,11 @@ def SendFeedback(request, wait_for_ready=None, timeout=None, metadata=None): - return grpc.experimental.unary_unary( - request, - target, - '/seldon.protos.Seldon/SendFeedback', + return grpc.experimental.unary_unary(request, target, '/seldon.protos.Seldon/SendFeedback', proto_dot_prediction__pb2.Feedback.SerializeToString, proto_dot_prediction__pb2.SeldonMessage.FromString, - options, - channel_credentials, - insecure, - call_credentials, - compression, - wait_for_ready, - timeout, - metadata, - _registered_method=True) + options, channel_credentials, + insecure, call_credentials, compression, wait_for_ready, timeout, metadata) @staticmethod def ModelMetadata(request, @@ -928,21 +751,11 @@ def ModelMetadata(request, wait_for_ready=None, timeout=None, metadata=None): - return grpc.experimental.unary_unary( - request, - target, - '/seldon.protos.Seldon/ModelMetadata', + return grpc.experimental.unary_unary(request, target, '/seldon.protos.Seldon/ModelMetadata', proto_dot_prediction__pb2.SeldonModelMetadataRequest.SerializeToString, proto_dot_prediction__pb2.SeldonModelMetadata.FromString, - options, - channel_credentials, - insecure, - call_credentials, - compression, - wait_for_ready, - timeout, - metadata, - _registered_method=True) + options, channel_credentials, + insecure, call_credentials, compression, wait_for_ready, timeout, metadata) @staticmethod def GraphMetadata(request, @@ -955,18 +768,8 @@ def GraphMetadata(request, wait_for_ready=None, timeout=None, metadata=None): - return grpc.experimental.unary_unary( - request, - target, - '/seldon.protos.Seldon/GraphMetadata', + return grpc.experimental.unary_unary(request, target, '/seldon.protos.Seldon/GraphMetadata', google_dot_protobuf_dot_empty__pb2.Empty.SerializeToString, proto_dot_prediction__pb2.SeldonGraphMetadata.FromString, - options, - channel_credentials, - insecure, - call_credentials, - compression, - wait_for_ready, - timeout, - metadata, - _registered_method=True) + options, channel_credentials, + insecure, call_credentials, compression, wait_for_ready, timeout, metadata) diff --git a/python/seldon_core/proto/tensorflow/core/framework/resource_handle_pb2.py b/python/seldon_core/proto/tensorflow/core/framework/resource_handle_pb2.py index 95866b40cd..9c50533e3a 100644 --- a/python/seldon_core/proto/tensorflow/core/framework/resource_handle_pb2.py +++ b/python/seldon_core/proto/tensorflow/core/framework/resource_handle_pb2.py @@ -1,22 +1,12 @@ # -*- coding: utf-8 -*- # Generated by the protocol buffer compiler. DO NOT EDIT! -# NO CHECKED-IN PROTOBUF GENCODE # source: tensorflow/core/framework/resource_handle.proto -# Protobuf Python Version: 6.31.1 +# Protobuf Python Version: 4.25.1 """Generated protocol buffer code.""" from google.protobuf import descriptor as _descriptor from google.protobuf import descriptor_pool as _descriptor_pool -from google.protobuf import runtime_version as _runtime_version from google.protobuf import symbol_database as _symbol_database from google.protobuf.internal import builder as _builder -_runtime_version.ValidateProtobufRuntimeVersion( - _runtime_version.Domain.PUBLIC, - 6, - 31, - 1, - '', - 'tensorflow/core/framework/resource_handle.proto' -) # @@protoc_insertion_point(imports) _sym_db = _symbol_database.Default() @@ -31,8 +21,8 @@ _globals = globals() _builder.BuildMessageAndEnumDescriptors(DESCRIPTOR, _globals) _builder.BuildTopDescriptorsAndMessages(DESCRIPTOR, 'tensorflow.core.framework.resource_handle_pb2', _globals) -if not _descriptor._USE_C_DESCRIPTORS: - _globals['DESCRIPTOR']._loaded_options = None +if _descriptor._USE_C_DESCRIPTORS == False: + _globals['DESCRIPTOR']._options = None _globals['DESCRIPTOR']._serialized_options = b'\n\030org.tensorflow.frameworkB\016ResourceHandleP\001ZVgithub.com/tensorflow/tensorflow/tensorflow/go/core/framework/resource_handle_go_proto\370\001\001' _globals['_RESOURCEHANDLEPROTO']._serialized_start=149 _globals['_RESOURCEHANDLEPROTO']._serialized_end=442 diff --git a/python/seldon_core/proto/tensorflow/core/framework/tensor_pb2.py b/python/seldon_core/proto/tensorflow/core/framework/tensor_pb2.py index 801d863010..3ef49fbb5e 100644 --- a/python/seldon_core/proto/tensorflow/core/framework/tensor_pb2.py +++ b/python/seldon_core/proto/tensorflow/core/framework/tensor_pb2.py @@ -1,22 +1,12 @@ # -*- coding: utf-8 -*- # Generated by the protocol buffer compiler. DO NOT EDIT! -# NO CHECKED-IN PROTOBUF GENCODE # source: tensorflow/core/framework/tensor.proto -# Protobuf Python Version: 6.31.1 +# Protobuf Python Version: 4.25.1 """Generated protocol buffer code.""" from google.protobuf import descriptor as _descriptor from google.protobuf import descriptor_pool as _descriptor_pool -from google.protobuf import runtime_version as _runtime_version from google.protobuf import symbol_database as _symbol_database from google.protobuf.internal import builder as _builder -_runtime_version.ValidateProtobufRuntimeVersion( - _runtime_version.Domain.PUBLIC, - 6, - 31, - 1, - '', - 'tensorflow/core/framework/tensor.proto' -) # @@protoc_insertion_point(imports) _sym_db = _symbol_database.Default() @@ -32,28 +22,28 @@ _globals = globals() _builder.BuildMessageAndEnumDescriptors(DESCRIPTOR, _globals) _builder.BuildTopDescriptorsAndMessages(DESCRIPTOR, 'tensorflow.core.framework.tensor_pb2', _globals) -if not _descriptor._USE_C_DESCRIPTORS: - _globals['DESCRIPTOR']._loaded_options = None +if _descriptor._USE_C_DESCRIPTORS == False: + _globals['DESCRIPTOR']._options = None _globals['DESCRIPTOR']._serialized_options = b'\n\030org.tensorflow.frameworkB\014TensorProtosP\001ZMgithub.com/tensorflow/tensorflow/tensorflow/go/core/framework/tensor_go_proto\370\001\001' - _globals['_TENSORPROTO'].fields_by_name['half_val']._loaded_options = None + _globals['_TENSORPROTO'].fields_by_name['half_val']._options = None _globals['_TENSORPROTO'].fields_by_name['half_val']._serialized_options = b'\020\001' - _globals['_TENSORPROTO'].fields_by_name['float_val']._loaded_options = None + _globals['_TENSORPROTO'].fields_by_name['float_val']._options = None _globals['_TENSORPROTO'].fields_by_name['float_val']._serialized_options = b'\020\001' - _globals['_TENSORPROTO'].fields_by_name['double_val']._loaded_options = None + _globals['_TENSORPROTO'].fields_by_name['double_val']._options = None _globals['_TENSORPROTO'].fields_by_name['double_val']._serialized_options = b'\020\001' - _globals['_TENSORPROTO'].fields_by_name['int_val']._loaded_options = None + _globals['_TENSORPROTO'].fields_by_name['int_val']._options = None _globals['_TENSORPROTO'].fields_by_name['int_val']._serialized_options = b'\020\001' - _globals['_TENSORPROTO'].fields_by_name['scomplex_val']._loaded_options = None + _globals['_TENSORPROTO'].fields_by_name['scomplex_val']._options = None _globals['_TENSORPROTO'].fields_by_name['scomplex_val']._serialized_options = b'\020\001' - _globals['_TENSORPROTO'].fields_by_name['int64_val']._loaded_options = None + _globals['_TENSORPROTO'].fields_by_name['int64_val']._options = None _globals['_TENSORPROTO'].fields_by_name['int64_val']._serialized_options = b'\020\001' - _globals['_TENSORPROTO'].fields_by_name['bool_val']._loaded_options = None + _globals['_TENSORPROTO'].fields_by_name['bool_val']._options = None _globals['_TENSORPROTO'].fields_by_name['bool_val']._serialized_options = b'\020\001' - _globals['_TENSORPROTO'].fields_by_name['dcomplex_val']._loaded_options = None + _globals['_TENSORPROTO'].fields_by_name['dcomplex_val']._options = None _globals['_TENSORPROTO'].fields_by_name['dcomplex_val']._serialized_options = b'\020\001' - _globals['_TENSORPROTO'].fields_by_name['uint32_val']._loaded_options = None + _globals['_TENSORPROTO'].fields_by_name['uint32_val']._options = None _globals['_TENSORPROTO'].fields_by_name['uint32_val']._serialized_options = b'\020\001' - _globals['_TENSORPROTO'].fields_by_name['uint64_val']._loaded_options = None + _globals['_TENSORPROTO'].fields_by_name['uint64_val']._options = None _globals['_TENSORPROTO'].fields_by_name['uint64_val']._serialized_options = b'\020\001' _globals['_TENSORPROTO']._serialized_start=189 _globals['_TENSORPROTO']._serialized_end=733 diff --git a/python/seldon_core/proto/tensorflow/core/framework/tensor_shape_pb2.py b/python/seldon_core/proto/tensorflow/core/framework/tensor_shape_pb2.py index 564e455280..f2c3cfed3d 100644 --- a/python/seldon_core/proto/tensorflow/core/framework/tensor_shape_pb2.py +++ b/python/seldon_core/proto/tensorflow/core/framework/tensor_shape_pb2.py @@ -1,22 +1,12 @@ # -*- coding: utf-8 -*- # Generated by the protocol buffer compiler. DO NOT EDIT! -# NO CHECKED-IN PROTOBUF GENCODE # source: tensorflow/core/framework/tensor_shape.proto -# Protobuf Python Version: 6.31.1 +# Protobuf Python Version: 4.25.1 """Generated protocol buffer code.""" from google.protobuf import descriptor as _descriptor from google.protobuf import descriptor_pool as _descriptor_pool -from google.protobuf import runtime_version as _runtime_version from google.protobuf import symbol_database as _symbol_database from google.protobuf.internal import builder as _builder -_runtime_version.ValidateProtobufRuntimeVersion( - _runtime_version.Domain.PUBLIC, - 6, - 31, - 1, - '', - 'tensorflow/core/framework/tensor_shape.proto' -) # @@protoc_insertion_point(imports) _sym_db = _symbol_database.Default() @@ -29,8 +19,8 @@ _globals = globals() _builder.BuildMessageAndEnumDescriptors(DESCRIPTOR, _globals) _builder.BuildTopDescriptorsAndMessages(DESCRIPTOR, 'tensorflow.core.framework.tensor_shape_pb2', _globals) -if not _descriptor._USE_C_DESCRIPTORS: - _globals['DESCRIPTOR']._loaded_options = None +if _descriptor._USE_C_DESCRIPTORS == False: + _globals['DESCRIPTOR']._options = None _globals['DESCRIPTOR']._serialized_options = b'\n\030org.tensorflow.frameworkB\021TensorShapeProtosP\001ZSgithub.com/tensorflow/tensorflow/tensorflow/go/core/framework/tensor_shape_go_proto\370\001\001' _globals['_TENSORSHAPEPROTO']._serialized_start=60 _globals['_TENSORSHAPEPROTO']._serialized_end=182 diff --git a/python/seldon_core/proto/tensorflow/core/framework/types_pb2.py b/python/seldon_core/proto/tensorflow/core/framework/types_pb2.py index 13f88ee3eb..a32b40c86f 100644 --- a/python/seldon_core/proto/tensorflow/core/framework/types_pb2.py +++ b/python/seldon_core/proto/tensorflow/core/framework/types_pb2.py @@ -1,22 +1,12 @@ # -*- coding: utf-8 -*- # Generated by the protocol buffer compiler. DO NOT EDIT! -# NO CHECKED-IN PROTOBUF GENCODE # source: tensorflow/core/framework/types.proto -# Protobuf Python Version: 6.31.1 +# Protobuf Python Version: 4.25.1 """Generated protocol buffer code.""" from google.protobuf import descriptor as _descriptor from google.protobuf import descriptor_pool as _descriptor_pool -from google.protobuf import runtime_version as _runtime_version from google.protobuf import symbol_database as _symbol_database from google.protobuf.internal import builder as _builder -_runtime_version.ValidateProtobufRuntimeVersion( - _runtime_version.Domain.PUBLIC, - 6, - 31, - 1, - '', - 'tensorflow/core/framework/types.proto' -) # @@protoc_insertion_point(imports) _sym_db = _symbol_database.Default() @@ -29,8 +19,8 @@ _globals = globals() _builder.BuildMessageAndEnumDescriptors(DESCRIPTOR, _globals) _builder.BuildTopDescriptorsAndMessages(DESCRIPTOR, 'tensorflow.core.framework.types_pb2', _globals) -if not _descriptor._USE_C_DESCRIPTORS: - _globals['DESCRIPTOR']._loaded_options = None +if _descriptor._USE_C_DESCRIPTORS == False: + _globals['DESCRIPTOR']._options = None _globals['DESCRIPTOR']._serialized_options = b'\n\030org.tensorflow.frameworkB\013TypesProtosP\001ZLgithub.com/tensorflow/tensorflow/tensorflow/go/core/framework/types_go_proto\370\001\001' _globals['_DATATYPE']._serialized_start=113 _globals['_DATATYPE']._serialized_end=1306 diff --git a/python/setup.py b/python/setup.py index b53f8e8b4c..664043809b 100644 --- a/python/setup.py +++ b/python/setup.py @@ -4,7 +4,7 @@ from setuptools import find_packages, setup # Extra dependencies, with special 'all' key -extras = {"tensorflow": ["tensorflow==2.20.0"]} +extras = {"tensorflow": ["tensorflow==2.17.1"]} all_extra_deps = chain.from_iterable(extras.values()) extras["all"] = list(set(all_extra_deps)) @@ -25,14 +25,14 @@ "jsonschema>=4.25.1", "flask-cors>=6.0.1", "requests>=2.32.5", - "numpy>=2.3.4", - "protobuf>=6.33.0", + "numpy>=1.26.4, <2.0.0", + "protobuf==4.25.8", "grpcio>=1.76.0", "flask-opentracing>=2.0.0", "opentracing>=2.4.0", # latest release is from Nov 2020 "jaeger-client>=4.8.0", # latest release is from Sep 2021 "grpcio-opentracing>=1.1.4", # latest release is from Apr 2019 - "grpcio-reflection>=1.76.0", + "grpcio-reflection==1.62.3", "gunicorn>=23.0.0", "setuptools>=80.9.0", "prometheus_client>=0.23.1", diff --git a/servers/huggingface/models/text-gen-gpt2/requirements.txt b/servers/huggingface/models/text-gen-gpt2/requirements.txt index 40acbb5e16..9a02bd4413 100644 --- a/servers/huggingface/models/text-gen-gpt2/requirements.txt +++ b/servers/huggingface/models/text-gen-gpt2/requirements.txt @@ -1,3 +1,3 @@ seldon_core transformers >=4.30,<4.32 -tensorflow == 2.12.0 \ No newline at end of file +tensorflow == 2.17.1 \ No newline at end of file diff --git a/servers/sklearnserver/Makefile b/servers/sklearnserver/Makefile index 764205a892..789fef482a 100644 --- a/servers/sklearnserver/Makefile +++ b/servers/sklearnserver/Makefile @@ -7,7 +7,7 @@ IMAGE_NAME_BASE = sklearnserver IMAGE_NAME = ${DOCKER_REGISTRY}/${IMAGE_NAME_BASE} KIND_NAME ?= kind -BASE_IMAGE = ${DOCKER_REGISTRY}/seldon-core-s2i-python38:${VERSION} +BASE_IMAGE = ${DOCKER_REGISTRY}/seldon-core-s2i-python312:${VERSION} docker-build: s2i build \ diff --git a/servers/sklearnserver/sklearnserver/requirements.txt b/servers/sklearnserver/sklearnserver/requirements.txt index da6ab26297..d5b163da59 100644 --- a/servers/sklearnserver/sklearnserver/requirements.txt +++ b/servers/sklearnserver/sklearnserver/requirements.txt @@ -1,4 +1,4 @@ seldon_core -scikit-learn == 0.24.2 -numpy >= 1.8.2 +scikit-learn == 1.7.2 +numpy == 1.26.4 joblib >= 1.2.0 \ No newline at end of file diff --git a/servers/tfserving/Makefile b/servers/tfserving/Makefile index 34622d40b8..e53d87b09a 100644 --- a/servers/tfserving/Makefile +++ b/servers/tfserving/Makefile @@ -3,7 +3,7 @@ VERSION := $(shell cat ../../version.txt) TF_SERVING_VERSION=2.1.0 IMAGE_NAME_BASE=tfserving -IMAGE_NAME ?= seldonio/${IMAGE_NAME_BASE}-ubi8 +IMAGE_NAME ?= seldonio/${IMAGE_NAME_BASE}-ubi9 docker-build-redhat: diff --git a/servers/tfserving_proxy/Makefile b/servers/tfserving_proxy/Makefile index 2136058cc4..ab88dc9785 100644 --- a/servers/tfserving_proxy/Makefile +++ b/servers/tfserving_proxy/Makefile @@ -7,7 +7,7 @@ IMAGE_NAME_BASE = tfserving-proxy IMAGE_NAME = ${DOCKER_REGISTRY}/${IMAGE_NAME_BASE} KIND_NAME ?= kind -BASE_IMAGE = ${DOCKER_REGISTRY}/seldon-core-s2i-python38:${VERSION} +BASE_IMAGE = ${DOCKER_REGISTRY}/seldon-core-s2i-python312:${VERSION} docker-build: s2i build \ diff --git a/servers/tfserving_proxy/requirements.txt b/servers/tfserving_proxy/requirements.txt index 493836d5d4..5ae7ca51f9 100644 --- a/servers/tfserving_proxy/requirements.txt +++ b/servers/tfserving_proxy/requirements.txt @@ -1,5 +1,5 @@ -tensorflow>=2.11.1, < 3.0 +tensorflow==2.17.1 tensorflow-serving-api>=1.10.1 -grpcio==1.32.0 # Required for https://github.com/SeldonIO/seldon-core/issues/2787 -grpcio-reflection==1.32.0 # Required for https://github.com/SeldonIO/seldon-core/issues/2787 +grpcio>=1.32.0 # Required for https://github.com/SeldonIO/seldon-core/issues/2787 +grpcio-reflection>=1.32.0 # Required for https://github.com/SeldonIO/seldon-core/issues/2787 requests diff --git a/servers/xgboostserver/Makefile b/servers/xgboostserver/Makefile index 2d4c02c836..dfe112ecd6 100644 --- a/servers/xgboostserver/Makefile +++ b/servers/xgboostserver/Makefile @@ -7,7 +7,7 @@ IMAGE_NAME_BASE=xgboostserver IMAGE_NAME = ${DOCKER_REGISTRY}/${IMAGE_NAME_BASE} KIND_NAME ?= kind -BASE_IMAGE = ${DOCKER_REGISTRY}/seldon-core-s2i-python38:${VERSION} +BASE_IMAGE = ${DOCKER_REGISTRY}/seldon-core-s2i-python312:${VERSION} docker-build: s2i build \ diff --git a/servers/xgboostserver/xgboostserver/requirements.txt b/servers/xgboostserver/xgboostserver/requirements.txt index 3ed709c3db..0c0bdaed66 100644 --- a/servers/xgboostserver/xgboostserver/requirements.txt +++ b/servers/xgboostserver/xgboostserver/requirements.txt @@ -1,3 +1,3 @@ -scikit-learn == 1.0.2 -numpy >= 1.8.2 +scikit-learn == 1.7.2 +numpy == 1.26.4 xgboost == 1.4.2 diff --git a/testing/scripts/dev_requirements.txt b/testing/scripts/dev_requirements.txt index 11a8abfa90..8a46047340 100644 --- a/testing/scripts/dev_requirements.txt +++ b/testing/scripts/dev_requirements.txt @@ -11,7 +11,7 @@ nbconvert==7.16.6 alibi==0.9.6 shap==0.49.1 matplotlib==3.10.7 -tensorflow==2.20.0 +tensorflow==2.17.1 tabulate==0.9.0 Jinja2==3.1.6 @@ -19,4 +19,7 @@ Jinja2==3.1.6 coverage==7.11.0 # Required to build mock test images -mlserver==1.7.1 +mlserver==1.7.0 + +# Required to build protos +grpcio-tools==1.62.3 \ No newline at end of file diff --git a/testing/scripts/kind_test_setup.sh b/testing/scripts/kind_test_setup.sh index 001dc18952..d2bc131148 100755 --- a/testing/scripts/kind_test_setup.sh +++ b/testing/scripts/kind_test_setup.sh @@ -5,9 +5,9 @@ set -o errexit set -o pipefail # Run s2i build to create base images -make s2i_build_base_images +# make s2i_build_base_images make kind_create_cluster -make kind_build_images -make kind_build_test_images -make kind_setup +#make kind_build_images +#make kind_build_test_images +#make kind_setup diff --git a/testing/scripts/test_seldon_metadata.py b/testing/scripts/test_seldon_metadata.py index 0478501646..b389085557 100644 --- a/testing/scripts/test_seldon_metadata.py +++ b/testing/scripts/test_seldon_metadata.py @@ -22,7 +22,7 @@ S2I_CREATE = """cd ../s2i/python-features/metadata && \ s2i build -E environment_{model}_{api_type} . \ - seldonio/seldon-core-s2i-python38:{s2i_python_version} \ + seldonio/seldon-core-s2i-python312:{s2i_python_version} \ seldonio/test_metadata_{model}_{api_type}:0.1 """ IMAGE_NAME = "seldonio/test_metadata_{model}_{api_type}:0.1" diff --git a/testing/scripts/test_tags.py b/testing/scripts/test_tags.py index 52e9dbc05e..cca57cb0fc 100644 --- a/testing/scripts/test_tags.py +++ b/testing/scripts/test_tags.py @@ -20,7 +20,7 @@ S2I_CREATE = """cd ../s2i/python-features/tags && \ s2i build -E environment_{model}_{api_type} . \ - seldonio/seldon-core-s2i-python38:{s2i_python_version} \ + seldonio/seldon-core-s2i-python312:{s2i_python_version} \ seldonio/test_tags_{model}_{api_type}:0.1 """ IMAGE_NAME = "seldonio/test_tags_{model}_{api_type}:0.1" diff --git a/wrappers/s2i/python/build_scripts/build_all.sh b/wrappers/s2i/python/build_scripts/build_all.sh index cb97125679..a01cae6484 100755 --- a/wrappers/s2i/python/build_scripts/build_all.sh +++ b/wrappers/s2i/python/build_scripts/build_all.sh @@ -2,10 +2,10 @@ make -C ../ docker-build-conda-base # Build standard wrapper images -make -C ../ docker-build PYTHON_VERSION=3.8.10 +make -C ../ docker-build PYTHON_VERSION=3.12.12 # Push default tag image -make -C ../ docker-tag-base-python PYTHON_VERSION=3.8.10 +make -C ../ docker-tag-base-python PYTHON_VERSION=3.12.12 # Build GPU images -make -C ../ docker-build-gpu PYTHON_VERSION=3.8.10 +make -C ../ docker-build-gpu PYTHON_VERSION=3.12.12 From 9c9b6a7f7b0c8803476e60793b782039d4de199e Mon Sep 17 00:00:00 2001 From: Viktor Taskov Date: Wed, 5 Nov 2025 17:15:04 +0000 Subject: [PATCH 08/27] alibi-explain-server component compatibility with python 3.12: tests pass, dockerfile builds --- components/alibi-detect-server/pyproject.toml | 8 +- components/alibi-explain-server/Dockerfile | 14 +- components/alibi-explain-server/Makefile | 2 +- .../alibiexplainer/proto/prediction_pb2.py | 1570 +--- .../alibiexplainer/proto/prediction_pb2.pyi | 949 +-- .../core/framework/resource_handle.proto | 2 + .../tensorflow/core/framework/tensor.proto | 1 + .../tensorflow/core/framework/types.proto | 23 +- components/alibi-explain-server/poetry.lock | 7396 ++++++++++------- .../alibi-explain-server/pyproject.toml | 58 +- .../requirements-apis.txt | 4 +- .../tests/make_test_models.py | 33 +- .../tests/test_anchor_images.py | 4 +- .../tests/test_integrated_gradients.py | 4 +- .../alibi-explain-server/tests/utils.py | 28 +- 15 files changed, 5150 insertions(+), 4946 deletions(-) diff --git a/components/alibi-detect-server/pyproject.toml b/components/alibi-detect-server/pyproject.toml index 747cfdd327..7db92c0bb0 100644 --- a/components/alibi-detect-server/pyproject.toml +++ b/components/alibi-detect-server/pyproject.toml @@ -1,18 +1,18 @@ [tool.poetry] name = "adserver" -version = "1.18.0" +version = "1.19.0-dev" description = "Model Explanation Server" authors = ["Seldon Technologies Ltd. "] license = "Business Source License 1.1" [tool.poetry.dependencies] -python = ">=3.8,<3.11" +python = ">=3.12, <3.13.0" alibi-detect = {version = "^0.11.4", extras = ["all"]} seldon-core = {path = "_seldon_core", develop = false} numpy = "*" cloudevents = "1.2.0" -tensorflow = "^2.12.0" -scikit-learn = "0.24.2" +tensorflow = "2.17.1" +scikit-learn = "1.7.2" elasticsearch = "7.9.1" diff --git a/components/alibi-explain-server/Dockerfile b/components/alibi-explain-server/Dockerfile index 54891475d2..ec50e77bc3 100644 --- a/components/alibi-explain-server/Dockerfile +++ b/components/alibi-explain-server/Dockerfile @@ -25,23 +25,18 @@ WORKDIR /microservice # Install Poetry ENV POETRY_HOME /microservice/.poetry -RUN curl -sSL https://install.python-poetry.org | python3 - --version 1.1.15 +RUN curl -sSL https://install.python-poetry.org | python3 - --version 2.1.2 ENV PATH "$POETRY_HOME/bin:$PATH" ENV POETRY_VIRTUALENVS_CREATE false -# Install the server +# Install the dependencies only COPY poetry.lock pyproject.toml ./ ## Disable Poetry's new installer to avoid JSONDecodeError ## https://github.com/python-poetry/poetry/issues/4210 ## NOTE: Removing explicitly requirements.txt file from subdeps test ## dependencies causing false positives in Snyk. -RUN poetry config experimental.new-installer false && \ - poetry install && \ - rm ~/.cache/pip -rf && \ - rm -f /opt/conda/lib/python3.8/site-packages/gslib/vendored/boto/requirements.txt \ - /opt/conda/lib/python3.8/site-packages/gslib/vendored/oauth2client/docs/requirements.txt \ - /opt/conda/lib/python3.8/site-packages/spacy/tests/package/requirements.txt +RUN poetry install --no-root # Add licences @@ -58,6 +53,9 @@ RUN python -m spacy download en_core_web_md COPY alibiexplainer alibiexplainer COPY README.md README.md +# Install the project code +RUN poetry install + FROM base as final WORKDIR /microservice diff --git a/components/alibi-explain-server/Makefile b/components/alibi-explain-server/Makefile index be732ba937..b9ad3d81da 100644 --- a/components/alibi-explain-server/Makefile +++ b/components/alibi-explain-server/Makefile @@ -4,7 +4,7 @@ SHELL := /bin/bash VERSION ?= $(shell cat ../../version.txt) DOCKER_REGISTRY ?= seldonio -BASE_IMAGE ?= ${DOCKER_REGISTRY}/conda-ubi8 +BASE_IMAGE ?= ${DOCKER_REGISTRY}/conda-ubi9 IMAGE ?= ${DOCKER_REGISTRY}/alibiexplainer KIND_NAME ?= kind diff --git a/components/alibi-explain-server/alibiexplainer/proto/prediction_pb2.py b/components/alibi-explain-server/alibiexplainer/proto/prediction_pb2.py index 44299bafff..0f8af4e680 100644 --- a/components/alibi-explain-server/alibiexplainer/proto/prediction_pb2.py +++ b/components/alibi-explain-server/alibiexplainer/proto/prediction_pb2.py @@ -1,11 +1,12 @@ # -*- coding: utf-8 -*- # Generated by the protocol buffer compiler. DO NOT EDIT! # source: proto/prediction.proto - +# Protobuf Python Version: 4.25.1 +"""Generated protocol buffer code.""" from google.protobuf import descriptor as _descriptor -from google.protobuf import message as _message -from google.protobuf import reflection as _reflection +from google.protobuf import descriptor_pool as _descriptor_pool from google.protobuf import symbol_database as _symbol_database +from google.protobuf.internal import builder as _builder # @@protoc_insertion_point(imports) _sym_db = _symbol_database.Default() @@ -17,1487 +18,84 @@ from tensorflow.core.framework import tensor_pb2 as tensorflow_dot_core_dot_framework_dot_tensor__pb2 -DESCRIPTOR = _descriptor.FileDescriptor( - name='proto/prediction.proto', - package='seldon.protos', - syntax='proto3', - serialized_options=b'\n\020io.seldon.protosB\020PredictionProtosZBgithub.com/seldonio/seldon-core/incubating/wrappers/s2i/go/pkg/api', - create_key=_descriptor._internal_create_key, - 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number=2, type=11, cpp_type=10, label=1, - has_default_value=False, default_value=None, - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - ], - extensions=[ - ], - nested_types=[], - enum_types=[ - ], - serialized_options=b'8\001', - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=888, - serialized_end=955, -) - -_META_ROUTINGENTRY = _descriptor.Descriptor( - name='RoutingEntry', - full_name='seldon.protos.Meta.RoutingEntry', - filename=None, - file=DESCRIPTOR, - containing_type=None, - create_key=_descriptor._internal_create_key, - fields=[ - _descriptor.FieldDescriptor( - name='key', full_name='seldon.protos.Meta.RoutingEntry.key', index=0, - number=1, type=9, cpp_type=9, label=1, - has_default_value=False, default_value=b"".decode('utf-8'), - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='value', full_name='seldon.protos.Meta.RoutingEntry.value', index=1, - number=2, type=5, cpp_type=1, label=1, - has_default_value=False, default_value=0, - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - ], - extensions=[ - ], - nested_types=[], - enum_types=[ - ], - serialized_options=b'8\001', - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=957, - serialized_end=1003, -) - -_META_REQUESTPATHENTRY = _descriptor.Descriptor( - name='RequestPathEntry', - full_name='seldon.protos.Meta.RequestPathEntry', - filename=None, - file=DESCRIPTOR, - containing_type=None, - create_key=_descriptor._internal_create_key, - fields=[ - _descriptor.FieldDescriptor( - name='key', full_name='seldon.protos.Meta.RequestPathEntry.key', index=0, - number=1, type=9, cpp_type=9, label=1, - has_default_value=False, default_value=b"".decode('utf-8'), - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='value', full_name='seldon.protos.Meta.RequestPathEntry.value', index=1, - number=2, type=9, cpp_type=9, label=1, - has_default_value=False, default_value=b"".decode('utf-8'), - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - ], - extensions=[ - ], - nested_types=[], - enum_types=[ - ], - serialized_options=b'8\001', - is_extendable=False, - 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serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='routing', full_name='seldon.protos.Meta.routing', index=2, - number=3, type=11, cpp_type=10, label=3, - has_default_value=False, default_value=[], - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='requestPath', full_name='seldon.protos.Meta.requestPath', index=3, - number=4, type=11, cpp_type=10, label=3, - has_default_value=False, default_value=[], - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='metrics', full_name='seldon.protos.Meta.metrics', index=4, - number=5, type=11, cpp_type=10, label=3, - has_default_value=False, default_value=[], - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - ], - extensions=[ - ], - nested_types=[_META_TAGSENTRY, _META_ROUTINGENTRY, _META_REQUESTPATHENTRY, ], - enum_types=[ - ], - serialized_options=None, - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=671, - serialized_end=1055, -) - - -_METRIC_TAGSENTRY = _descriptor.Descriptor( - name='TagsEntry', - full_name='seldon.protos.Metric.TagsEntry', - filename=None, - file=DESCRIPTOR, - containing_type=None, - create_key=_descriptor._internal_create_key, - fields=[ - _descriptor.FieldDescriptor( - name='key', full_name='seldon.protos.Metric.TagsEntry.key', index=0, - number=1, type=9, cpp_type=9, label=1, - has_default_value=False, default_value=b"".decode('utf-8'), - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='value', full_name='seldon.protos.Metric.TagsEntry.value', index=1, - number=2, type=9, cpp_type=9, label=1, - has_default_value=False, default_value=b"".decode('utf-8'), - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - ], - extensions=[ - ], - nested_types=[], - enum_types=[ - ], - serialized_options=b'8\001', - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=1191, - serialized_end=1234, -) - -_METRIC = _descriptor.Descriptor( - name='Metric', - full_name='seldon.protos.Metric', - filename=None, - file=DESCRIPTOR, - containing_type=None, - create_key=_descriptor._internal_create_key, - fields=[ - 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file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='status', full_name='seldon.protos.Status.status', index=3, - number=4, type=14, cpp_type=8, label=1, - has_default_value=False, default_value=0, - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - ], - extensions=[ - ], - nested_types=[], - enum_types=[ - _STATUS_STATUSFLAG, - ], - serialized_options=None, - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=1361, - serialized_end=1503, -) - - -_FEEDBACK = _descriptor.Descriptor( - name='Feedback', - full_name='seldon.protos.Feedback', - filename=None, - file=DESCRIPTOR, - containing_type=None, - create_key=_descriptor._internal_create_key, - fields=[ - _descriptor.FieldDescriptor( - name='request', full_name='seldon.protos.Feedback.request', 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file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='truth', full_name='seldon.protos.Feedback.truth', index=3, - number=4, type=11, cpp_type=10, label=1, - has_default_value=False, default_value=None, - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - ], - extensions=[ - ], - nested_types=[], - enum_types=[ - ], - serialized_options=None, - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=1506, - serialized_end=1672, -) - - -_REQUESTRESPONSE = _descriptor.Descriptor( - name='RequestResponse', - full_name='seldon.protos.RequestResponse', - filename=None, - file=DESCRIPTOR, - containing_type=None, - create_key=_descriptor._internal_create_key, - fields=[ - _descriptor.FieldDescriptor( - name='request', 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_descriptor.Descriptor( - name='SeldonModelMetadataRequest', - full_name='seldon.protos.SeldonModelMetadataRequest', - filename=None, - file=DESCRIPTOR, - containing_type=None, - create_key=_descriptor._internal_create_key, - fields=[ - _descriptor.FieldDescriptor( - name='name', full_name='seldon.protos.SeldonModelMetadataRequest.name', index=0, - number=1, type=9, cpp_type=9, label=1, - has_default_value=False, default_value=b"".decode('utf-8'), - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - ], - extensions=[ - ], - nested_types=[], - enum_types=[ - ], - serialized_options=None, - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=1788, - serialized_end=1830, -) - - -_SELDONMESSAGEMETADATA = _descriptor.Descriptor( - name='SeldonMessageMetadata', - full_name='seldon.protos.SeldonMessageMetadata', - filename=None, - file=DESCRIPTOR, - containing_type=None, - create_key=_descriptor._internal_create_key, - fields=[ - _descriptor.FieldDescriptor( - name='messagetype', full_name='seldon.protos.SeldonMessageMetadata.messagetype', index=0, - number=1, type=9, cpp_type=9, label=1, - has_default_value=False, default_value=b"".decode('utf-8'), - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='schema', full_name='seldon.protos.SeldonMessageMetadata.schema', index=1, - number=2, type=11, cpp_type=10, label=1, - has_default_value=False, default_value=None, - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='name', full_name='seldon.protos.SeldonMessageMetadata.name', index=2, - number=3, type=9, cpp_type=9, label=1, - has_default_value=False, default_value=b"".decode('utf-8'), - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='datatype', full_name='seldon.protos.SeldonMessageMetadata.datatype', index=3, - number=4, type=9, cpp_type=9, label=1, - has_default_value=False, default_value=b"".decode('utf-8'), - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='shape', full_name='seldon.protos.SeldonMessageMetadata.shape', index=4, - number=5, type=3, cpp_type=2, label=3, - has_default_value=False, default_value=[], - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - ], - extensions=[ - ], - nested_types=[], - enum_types=[ - ], - serialized_options=None, - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=1833, - serialized_end=1964, -) - - -_SELDONMODELMETADATA_CUSTOMENTRY = _descriptor.Descriptor( - name='CustomEntry', - full_name='seldon.protos.SeldonModelMetadata.CustomEntry', - filename=None, - file=DESCRIPTOR, - containing_type=None, - create_key=_descriptor._internal_create_key, - fields=[ - _descriptor.FieldDescriptor( - name='key', full_name='seldon.protos.SeldonModelMetadata.CustomEntry.key', index=0, - number=1, type=9, cpp_type=9, label=1, - has_default_value=False, default_value=b"".decode('utf-8'), - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='value', full_name='seldon.protos.SeldonModelMetadata.CustomEntry.value', index=1, - number=2, type=9, cpp_type=9, label=1, - has_default_value=False, default_value=b"".decode('utf-8'), - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - ], - extensions=[ - ], - nested_types=[], - enum_types=[ - ], - serialized_options=b'8\001', - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=2213, - serialized_end=2258, -) - -_SELDONMODELMETADATA = _descriptor.Descriptor( - name='SeldonModelMetadata', - full_name='seldon.protos.SeldonModelMetadata', - filename=None, - file=DESCRIPTOR, - containing_type=None, - create_key=_descriptor._internal_create_key, - fields=[ - _descriptor.FieldDescriptor( - name='name', full_name='seldon.protos.SeldonModelMetadata.name', index=0, - number=1, type=9, cpp_type=9, label=1, - has_default_value=False, default_value=b"".decode('utf-8'), - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='versions', full_name='seldon.protos.SeldonModelMetadata.versions', index=1, - number=2, type=9, cpp_type=9, label=3, - has_default_value=False, default_value=[], - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='platform', full_name='seldon.protos.SeldonModelMetadata.platform', index=2, - number=3, type=9, cpp_type=9, label=1, - has_default_value=False, default_value=b"".decode('utf-8'), - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='inputs', full_name='seldon.protos.SeldonModelMetadata.inputs', index=3, - number=4, type=11, cpp_type=10, label=3, - has_default_value=False, default_value=[], - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='outputs', full_name='seldon.protos.SeldonModelMetadata.outputs', index=4, - number=5, type=11, cpp_type=10, label=3, - has_default_value=False, default_value=[], - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='custom', full_name='seldon.protos.SeldonModelMetadata.custom', index=5, - number=6, type=11, cpp_type=10, label=3, - has_default_value=False, default_value=[], - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - ], - extensions=[ - ], - nested_types=[_SELDONMODELMETADATA_CUSTOMENTRY, ], - enum_types=[ - ], - serialized_options=None, - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=1967, - serialized_end=2258, -) - - -_SELDONGRAPHMETADATA_MODELSENTRY = _descriptor.Descriptor( - name='ModelsEntry', - full_name='seldon.protos.SeldonGraphMetadata.ModelsEntry', - filename=None, - file=DESCRIPTOR, - containing_type=None, - create_key=_descriptor._internal_create_key, - fields=[ - _descriptor.FieldDescriptor( - name='key', full_name='seldon.protos.SeldonGraphMetadata.ModelsEntry.key', index=0, - number=1, type=9, cpp_type=9, label=1, - has_default_value=False, default_value=b"".decode('utf-8'), - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='value', full_name='seldon.protos.SeldonGraphMetadata.ModelsEntry.value', index=1, - number=2, type=11, cpp_type=10, label=1, - has_default_value=False, default_value=None, - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - ], - extensions=[ - ], - nested_types=[], - enum_types=[ - ], - serialized_options=b'8\001', - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=2471, - serialized_end=2552, -) - -_SELDONGRAPHMETADATA = _descriptor.Descriptor( - name='SeldonGraphMetadata', - full_name='seldon.protos.SeldonGraphMetadata', - filename=None, - file=DESCRIPTOR, - containing_type=None, - create_key=_descriptor._internal_create_key, - fields=[ - _descriptor.FieldDescriptor( - name='name', full_name='seldon.protos.SeldonGraphMetadata.name', index=0, - number=1, type=9, cpp_type=9, label=1, - has_default_value=False, default_value=b"".decode('utf-8'), - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='models', full_name='seldon.protos.SeldonGraphMetadata.models', index=1, - number=2, type=11, cpp_type=10, label=3, - has_default_value=False, default_value=[], - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='inputs', full_name='seldon.protos.SeldonGraphMetadata.inputs', index=2, - number=3, type=11, cpp_type=10, label=3, - has_default_value=False, default_value=[], - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='outputs', full_name='seldon.protos.SeldonGraphMetadata.outputs', index=3, - number=4, type=11, cpp_type=10, label=3, - has_default_value=False, default_value=[], - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - ], - extensions=[ - ], - nested_types=[_SELDONGRAPHMETADATA_MODELSENTRY, ], - enum_types=[ - ], - serialized_options=None, - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=2261, - serialized_end=2552, -) - -_SELDONMESSAGE.fields_by_name['status'].message_type = _STATUS -_SELDONMESSAGE.fields_by_name['meta'].message_type = _META -_SELDONMESSAGE.fields_by_name['data'].message_type = _DEFAULTDATA -_SELDONMESSAGE.fields_by_name['jsonData'].message_type = google_dot_protobuf_dot_struct__pb2._VALUE -_SELDONMESSAGE.fields_by_name['customData'].message_type = google_dot_protobuf_dot_any__pb2._ANY -_SELDONMESSAGE.oneofs_by_name['data_oneof'].fields.append( - _SELDONMESSAGE.fields_by_name['data']) -_SELDONMESSAGE.fields_by_name['data'].containing_oneof = _SELDONMESSAGE.oneofs_by_name['data_oneof'] -_SELDONMESSAGE.oneofs_by_name['data_oneof'].fields.append( - _SELDONMESSAGE.fields_by_name['binData']) -_SELDONMESSAGE.fields_by_name['binData'].containing_oneof = _SELDONMESSAGE.oneofs_by_name['data_oneof'] -_SELDONMESSAGE.oneofs_by_name['data_oneof'].fields.append( - _SELDONMESSAGE.fields_by_name['strData']) -_SELDONMESSAGE.fields_by_name['strData'].containing_oneof = _SELDONMESSAGE.oneofs_by_name['data_oneof'] -_SELDONMESSAGE.oneofs_by_name['data_oneof'].fields.append( - _SELDONMESSAGE.fields_by_name['jsonData']) -_SELDONMESSAGE.fields_by_name['jsonData'].containing_oneof = _SELDONMESSAGE.oneofs_by_name['data_oneof'] -_SELDONMESSAGE.oneofs_by_name['data_oneof'].fields.append( - _SELDONMESSAGE.fields_by_name['customData']) -_SELDONMESSAGE.fields_by_name['customData'].containing_oneof = _SELDONMESSAGE.oneofs_by_name['data_oneof'] -_DEFAULTDATA.fields_by_name['tensor'].message_type = _TENSOR -_DEFAULTDATA.fields_by_name['ndarray'].message_type = google_dot_protobuf_dot_struct__pb2._LISTVALUE -_DEFAULTDATA.fields_by_name['tftensor'].message_type = tensorflow_dot_core_dot_framework_dot_tensor__pb2._TENSORPROTO -_DEFAULTDATA.oneofs_by_name['data_oneof'].fields.append( - _DEFAULTDATA.fields_by_name['tensor']) -_DEFAULTDATA.fields_by_name['tensor'].containing_oneof = _DEFAULTDATA.oneofs_by_name['data_oneof'] -_DEFAULTDATA.oneofs_by_name['data_oneof'].fields.append( - _DEFAULTDATA.fields_by_name['ndarray']) -_DEFAULTDATA.fields_by_name['ndarray'].containing_oneof = _DEFAULTDATA.oneofs_by_name['data_oneof'] -_DEFAULTDATA.oneofs_by_name['data_oneof'].fields.append( - _DEFAULTDATA.fields_by_name['tftensor']) -_DEFAULTDATA.fields_by_name['tftensor'].containing_oneof = _DEFAULTDATA.oneofs_by_name['data_oneof'] -_META_TAGSENTRY.fields_by_name['value'].message_type = google_dot_protobuf_dot_struct__pb2._VALUE -_META_TAGSENTRY.containing_type = _META -_META_ROUTINGENTRY.containing_type = _META -_META_REQUESTPATHENTRY.containing_type = _META -_META.fields_by_name['tags'].message_type = _META_TAGSENTRY -_META.fields_by_name['routing'].message_type = _META_ROUTINGENTRY -_META.fields_by_name['requestPath'].message_type = _META_REQUESTPATHENTRY -_META.fields_by_name['metrics'].message_type = _METRIC -_METRIC_TAGSENTRY.containing_type = _METRIC -_METRIC.fields_by_name['type'].enum_type = _METRIC_METRICTYPE -_METRIC.fields_by_name['tags'].message_type = _METRIC_TAGSENTRY -_METRIC_METRICTYPE.containing_type = _METRIC -_SELDONMESSAGELIST.fields_by_name['seldonMessages'].message_type = _SELDONMESSAGE -_STATUS.fields_by_name['status'].enum_type = _STATUS_STATUSFLAG -_STATUS_STATUSFLAG.containing_type = _STATUS -_FEEDBACK.fields_by_name['request'].message_type = _SELDONMESSAGE -_FEEDBACK.fields_by_name['response'].message_type = _SELDONMESSAGE -_FEEDBACK.fields_by_name['truth'].message_type = _SELDONMESSAGE -_REQUESTRESPONSE.fields_by_name['request'].message_type = _SELDONMESSAGE -_REQUESTRESPONSE.fields_by_name['response'].message_type = _SELDONMESSAGE -_SELDONMESSAGEMETADATA.fields_by_name['schema'].message_type = google_dot_protobuf_dot_struct__pb2._VALUE -_SELDONMODELMETADATA_CUSTOMENTRY.containing_type = _SELDONMODELMETADATA -_SELDONMODELMETADATA.fields_by_name['inputs'].message_type = _SELDONMESSAGEMETADATA -_SELDONMODELMETADATA.fields_by_name['outputs'].message_type = _SELDONMESSAGEMETADATA -_SELDONMODELMETADATA.fields_by_name['custom'].message_type = _SELDONMODELMETADATA_CUSTOMENTRY -_SELDONGRAPHMETADATA_MODELSENTRY.fields_by_name['value'].message_type = _SELDONMODELMETADATA -_SELDONGRAPHMETADATA_MODELSENTRY.containing_type = _SELDONGRAPHMETADATA -_SELDONGRAPHMETADATA.fields_by_name['models'].message_type = _SELDONGRAPHMETADATA_MODELSENTRY -_SELDONGRAPHMETADATA.fields_by_name['inputs'].message_type = _SELDONMESSAGEMETADATA -_SELDONGRAPHMETADATA.fields_by_name['outputs'].message_type = _SELDONMESSAGEMETADATA -DESCRIPTOR.message_types_by_name['SeldonMessage'] = _SELDONMESSAGE -DESCRIPTOR.message_types_by_name['DefaultData'] = _DEFAULTDATA -DESCRIPTOR.message_types_by_name['Tensor'] = _TENSOR -DESCRIPTOR.message_types_by_name['Meta'] = _META -DESCRIPTOR.message_types_by_name['Metric'] = _METRIC -DESCRIPTOR.message_types_by_name['SeldonMessageList'] = _SELDONMESSAGELIST -DESCRIPTOR.message_types_by_name['Status'] = _STATUS -DESCRIPTOR.message_types_by_name['Feedback'] = _FEEDBACK -DESCRIPTOR.message_types_by_name['RequestResponse'] = _REQUESTRESPONSE -DESCRIPTOR.message_types_by_name['SeldonModelMetadataRequest'] = _SELDONMODELMETADATAREQUEST -DESCRIPTOR.message_types_by_name['SeldonMessageMetadata'] = _SELDONMESSAGEMETADATA -DESCRIPTOR.message_types_by_name['SeldonModelMetadata'] = _SELDONMODELMETADATA -DESCRIPTOR.message_types_by_name['SeldonGraphMetadata'] = _SELDONGRAPHMETADATA -_sym_db.RegisterFileDescriptor(DESCRIPTOR) - -SeldonMessage = _reflection.GeneratedProtocolMessageType('SeldonMessage', (_message.Message,), { - 'DESCRIPTOR' : _SELDONMESSAGE, - '__module__' : 'proto.prediction_pb2' - # @@protoc_insertion_point(class_scope:seldon.protos.SeldonMessage) - }) -_sym_db.RegisterMessage(SeldonMessage) - -DefaultData = _reflection.GeneratedProtocolMessageType('DefaultData', (_message.Message,), { - 'DESCRIPTOR' : _DEFAULTDATA, - '__module__' : 'proto.prediction_pb2' - # @@protoc_insertion_point(class_scope:seldon.protos.DefaultData) - }) -_sym_db.RegisterMessage(DefaultData) - -Tensor = _reflection.GeneratedProtocolMessageType('Tensor', (_message.Message,), { - 'DESCRIPTOR' : _TENSOR, - '__module__' : 'proto.prediction_pb2' - # @@protoc_insertion_point(class_scope:seldon.protos.Tensor) - }) -_sym_db.RegisterMessage(Tensor) - -Meta = _reflection.GeneratedProtocolMessageType('Meta', (_message.Message,), { - - 'TagsEntry' : _reflection.GeneratedProtocolMessageType('TagsEntry', (_message.Message,), { - 'DESCRIPTOR' : _META_TAGSENTRY, - '__module__' : 'proto.prediction_pb2' - # @@protoc_insertion_point(class_scope:seldon.protos.Meta.TagsEntry) - }) - , - - 'RoutingEntry' : _reflection.GeneratedProtocolMessageType('RoutingEntry', (_message.Message,), { - 'DESCRIPTOR' : _META_ROUTINGENTRY, - '__module__' : 'proto.prediction_pb2' - # @@protoc_insertion_point(class_scope:seldon.protos.Meta.RoutingEntry) - }) - , - - 'RequestPathEntry' : _reflection.GeneratedProtocolMessageType('RequestPathEntry', (_message.Message,), { - 'DESCRIPTOR' : _META_REQUESTPATHENTRY, - '__module__' : 'proto.prediction_pb2' - # @@protoc_insertion_point(class_scope:seldon.protos.Meta.RequestPathEntry) - }) - , - 'DESCRIPTOR' : _META, - '__module__' : 'proto.prediction_pb2' - # @@protoc_insertion_point(class_scope:seldon.protos.Meta) - }) -_sym_db.RegisterMessage(Meta) -_sym_db.RegisterMessage(Meta.TagsEntry) -_sym_db.RegisterMessage(Meta.RoutingEntry) -_sym_db.RegisterMessage(Meta.RequestPathEntry) - -Metric = _reflection.GeneratedProtocolMessageType('Metric', (_message.Message,), { - - 'TagsEntry' : _reflection.GeneratedProtocolMessageType('TagsEntry', (_message.Message,), { - 'DESCRIPTOR' : _METRIC_TAGSENTRY, - '__module__' : 'proto.prediction_pb2' - # @@protoc_insertion_point(class_scope:seldon.protos.Metric.TagsEntry) - }) - , - 'DESCRIPTOR' : _METRIC, - '__module__' : 'proto.prediction_pb2' - # @@protoc_insertion_point(class_scope:seldon.protos.Metric) - }) -_sym_db.RegisterMessage(Metric) -_sym_db.RegisterMessage(Metric.TagsEntry) - -SeldonMessageList = _reflection.GeneratedProtocolMessageType('SeldonMessageList', (_message.Message,), { - 'DESCRIPTOR' : _SELDONMESSAGELIST, - '__module__' : 'proto.prediction_pb2' - # @@protoc_insertion_point(class_scope:seldon.protos.SeldonMessageList) - }) -_sym_db.RegisterMessage(SeldonMessageList) - -Status = _reflection.GeneratedProtocolMessageType('Status', (_message.Message,), { - 'DESCRIPTOR' : _STATUS, - '__module__' : 'proto.prediction_pb2' - # @@protoc_insertion_point(class_scope:seldon.protos.Status) - }) -_sym_db.RegisterMessage(Status) - -Feedback = _reflection.GeneratedProtocolMessageType('Feedback', (_message.Message,), { - 'DESCRIPTOR' : _FEEDBACK, - '__module__' : 'proto.prediction_pb2' - # @@protoc_insertion_point(class_scope:seldon.protos.Feedback) - }) -_sym_db.RegisterMessage(Feedback) - -RequestResponse = _reflection.GeneratedProtocolMessageType('RequestResponse', (_message.Message,), { - 'DESCRIPTOR' : _REQUESTRESPONSE, - '__module__' : 'proto.prediction_pb2' - # @@protoc_insertion_point(class_scope:seldon.protos.RequestResponse) - }) -_sym_db.RegisterMessage(RequestResponse) - -SeldonModelMetadataRequest = _reflection.GeneratedProtocolMessageType('SeldonModelMetadataRequest', (_message.Message,), { - 'DESCRIPTOR' : _SELDONMODELMETADATAREQUEST, - '__module__' : 'proto.prediction_pb2' - # @@protoc_insertion_point(class_scope:seldon.protos.SeldonModelMetadataRequest) - }) -_sym_db.RegisterMessage(SeldonModelMetadataRequest) - -SeldonMessageMetadata = _reflection.GeneratedProtocolMessageType('SeldonMessageMetadata', (_message.Message,), { - 'DESCRIPTOR' : _SELDONMESSAGEMETADATA, - '__module__' : 'proto.prediction_pb2' - # @@protoc_insertion_point(class_scope:seldon.protos.SeldonMessageMetadata) - }) -_sym_db.RegisterMessage(SeldonMessageMetadata) - -SeldonModelMetadata = _reflection.GeneratedProtocolMessageType('SeldonModelMetadata', (_message.Message,), { - - 'CustomEntry' : _reflection.GeneratedProtocolMessageType('CustomEntry', (_message.Message,), { - 'DESCRIPTOR' : _SELDONMODELMETADATA_CUSTOMENTRY, - '__module__' : 'proto.prediction_pb2' - # @@protoc_insertion_point(class_scope:seldon.protos.SeldonModelMetadata.CustomEntry) - }) - , - 'DESCRIPTOR' : _SELDONMODELMETADATA, - '__module__' : 'proto.prediction_pb2' - # @@protoc_insertion_point(class_scope:seldon.protos.SeldonModelMetadata) - }) -_sym_db.RegisterMessage(SeldonModelMetadata) -_sym_db.RegisterMessage(SeldonModelMetadata.CustomEntry) - -SeldonGraphMetadata = _reflection.GeneratedProtocolMessageType('SeldonGraphMetadata', (_message.Message,), { - - 'ModelsEntry' : _reflection.GeneratedProtocolMessageType('ModelsEntry', (_message.Message,), { - 'DESCRIPTOR' : _SELDONGRAPHMETADATA_MODELSENTRY, - '__module__' : 'proto.prediction_pb2' - # @@protoc_insertion_point(class_scope:seldon.protos.SeldonGraphMetadata.ModelsEntry) - }) - , - 'DESCRIPTOR' : _SELDONGRAPHMETADATA, - '__module__' : 'proto.prediction_pb2' - # @@protoc_insertion_point(class_scope:seldon.protos.SeldonGraphMetadata) - }) -_sym_db.RegisterMessage(SeldonGraphMetadata) -_sym_db.RegisterMessage(SeldonGraphMetadata.ModelsEntry) - - -DESCRIPTOR._options = None -_TENSOR.fields_by_name['shape']._options = None -_TENSOR.fields_by_name['values']._options = None -_META_TAGSENTRY._options = None -_META_ROUTINGENTRY._options = None -_META_REQUESTPATHENTRY._options = None -_METRIC_TAGSENTRY._options = None -_SELDONMODELMETADATA_CUSTOMENTRY._options = None -_SELDONGRAPHMETADATA_MODELSENTRY._options = None - -_GENERIC = _descriptor.ServiceDescriptor( - name='Generic', - full_name='seldon.protos.Generic', - file=DESCRIPTOR, - index=0, - serialized_options=None, - create_key=_descriptor._internal_create_key, - serialized_start=2555, - serialized_end=2948, - methods=[ - _descriptor.MethodDescriptor( - name='TransformInput', - full_name='seldon.protos.Generic.TransformInput', - index=0, - containing_service=None, - input_type=_SELDONMESSAGE, - output_type=_SELDONMESSAGE, - serialized_options=None, - create_key=_descriptor._internal_create_key, - ), - _descriptor.MethodDescriptor( - name='TransformOutput', - full_name='seldon.protos.Generic.TransformOutput', - index=1, - containing_service=None, - input_type=_SELDONMESSAGE, - output_type=_SELDONMESSAGE, - serialized_options=None, - create_key=_descriptor._internal_create_key, - ), - _descriptor.MethodDescriptor( - name='Route', - full_name='seldon.protos.Generic.Route', - index=2, - containing_service=None, - input_type=_SELDONMESSAGE, - output_type=_SELDONMESSAGE, - serialized_options=None, - create_key=_descriptor._internal_create_key, - ), - _descriptor.MethodDescriptor( - name='Aggregate', - full_name='seldon.protos.Generic.Aggregate', - index=3, - containing_service=None, - input_type=_SELDONMESSAGELIST, - output_type=_SELDONMESSAGE, - serialized_options=None, - create_key=_descriptor._internal_create_key, - ), - _descriptor.MethodDescriptor( - name='SendFeedback', - full_name='seldon.protos.Generic.SendFeedback', - index=4, - containing_service=None, - input_type=_FEEDBACK, - output_type=_SELDONMESSAGE, - serialized_options=None, - create_key=_descriptor._internal_create_key, - ), -]) -_sym_db.RegisterServiceDescriptor(_GENERIC) - -DESCRIPTOR.services_by_name['Generic'] = _GENERIC - - -_MODEL = _descriptor.ServiceDescriptor( - name='Model', - full_name='seldon.protos.Model', - file=DESCRIPTOR, - index=1, - serialized_options=None, - create_key=_descriptor._internal_create_key, - serialized_start=2951, - serialized_end=3178, - methods=[ - _descriptor.MethodDescriptor( - name='Predict', - full_name='seldon.protos.Model.Predict', - index=0, - containing_service=None, - input_type=_SELDONMESSAGE, - output_type=_SELDONMESSAGE, - serialized_options=None, - create_key=_descriptor._internal_create_key, - ), - _descriptor.MethodDescriptor( - name='SendFeedback', - full_name='seldon.protos.Model.SendFeedback', - index=1, - containing_service=None, - input_type=_FEEDBACK, - output_type=_SELDONMESSAGE, - serialized_options=None, - create_key=_descriptor._internal_create_key, - ), - _descriptor.MethodDescriptor( - name='Metadata', - full_name='seldon.protos.Model.Metadata', - index=2, - containing_service=None, - input_type=google_dot_protobuf_dot_empty__pb2._EMPTY, - output_type=_SELDONMODELMETADATA, - serialized_options=None, - create_key=_descriptor._internal_create_key, - ), -]) -_sym_db.RegisterServiceDescriptor(_MODEL) - -DESCRIPTOR.services_by_name['Model'] = _MODEL - - -_ROUTER = _descriptor.ServiceDescriptor( - name='Router', - full_name='seldon.protos.Router', - file=DESCRIPTOR, - index=2, - serialized_options=None, - create_key=_descriptor._internal_create_key, - serialized_start=3181, - serialized_end=3333, - methods=[ - _descriptor.MethodDescriptor( - name='Route', - full_name='seldon.protos.Router.Route', - index=0, - containing_service=None, - input_type=_SELDONMESSAGE, - output_type=_SELDONMESSAGE, - serialized_options=None, - create_key=_descriptor._internal_create_key, - ), - _descriptor.MethodDescriptor( - name='SendFeedback', - full_name='seldon.protos.Router.SendFeedback', - index=1, - containing_service=None, - input_type=_FEEDBACK, - output_type=_SELDONMESSAGE, - serialized_options=None, - create_key=_descriptor._internal_create_key, - ), -]) -_sym_db.RegisterServiceDescriptor(_ROUTER) - -DESCRIPTOR.services_by_name['Router'] = _ROUTER - - -_TRANSFORMER = _descriptor.ServiceDescriptor( - name='Transformer', - full_name='seldon.protos.Transformer', - file=DESCRIPTOR, - index=3, - serialized_options=None, - create_key=_descriptor._internal_create_key, - serialized_start=3335, - serialized_end=3428, - methods=[ - _descriptor.MethodDescriptor( - name='TransformInput', - full_name='seldon.protos.Transformer.TransformInput', - index=0, - containing_service=None, - input_type=_SELDONMESSAGE, - output_type=_SELDONMESSAGE, - serialized_options=None, - create_key=_descriptor._internal_create_key, - ), -]) -_sym_db.RegisterServiceDescriptor(_TRANSFORMER) - -DESCRIPTOR.services_by_name['Transformer'] = _TRANSFORMER - - -_OUTPUTTRANSFORMER = _descriptor.ServiceDescriptor( - name='OutputTransformer', - full_name='seldon.protos.OutputTransformer', - file=DESCRIPTOR, - index=4, - serialized_options=None, - create_key=_descriptor._internal_create_key, - serialized_start=3430, - serialized_end=3530, - methods=[ - _descriptor.MethodDescriptor( - name='TransformOutput', - full_name='seldon.protos.OutputTransformer.TransformOutput', - index=0, - containing_service=None, - input_type=_SELDONMESSAGE, - output_type=_SELDONMESSAGE, - serialized_options=None, - create_key=_descriptor._internal_create_key, - ), -]) -_sym_db.RegisterServiceDescriptor(_OUTPUTTRANSFORMER) - -DESCRIPTOR.services_by_name['OutputTransformer'] = _OUTPUTTRANSFORMER - - -_COMBINER = _descriptor.ServiceDescriptor( - name='Combiner', - full_name='seldon.protos.Combiner', - file=DESCRIPTOR, - index=5, - serialized_options=None, - create_key=_descriptor._internal_create_key, - serialized_start=3532, - serialized_end=3621, - methods=[ - _descriptor.MethodDescriptor( - name='Aggregate', - full_name='seldon.protos.Combiner.Aggregate', - index=0, - containing_service=None, - input_type=_SELDONMESSAGELIST, - output_type=_SELDONMESSAGE, - serialized_options=None, - create_key=_descriptor._internal_create_key, - ), -]) -_sym_db.RegisterServiceDescriptor(_COMBINER) - -DESCRIPTOR.services_by_name['Combiner'] = _COMBINER - - -_SELDON = _descriptor.ServiceDescriptor( - name='Seldon', - full_name='seldon.protos.Seldon', - file=DESCRIPTOR, - index=6, - serialized_options=None, - 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_globals['_COMBINER']._serialized_end=3621 + _globals['_SELDON']._serialized_start=3624 + _globals['_SELDON']._serialized_end=3955 # @@protoc_insertion_point(module_scope) diff --git a/components/alibi-explain-server/alibiexplainer/proto/prediction_pb2.pyi b/components/alibi-explain-server/alibiexplainer/proto/prediction_pb2.pyi index c0ba7f9aa0..8f2609b0e2 100644 --- a/components/alibi-explain-server/alibiexplainer/proto/prediction_pb2.pyi +++ b/components/alibi-explain-server/alibiexplainer/proto/prediction_pb2.pyi @@ -1,556 +1,495 @@ -# @generated by generate_proto_mypy_stubs.py. Do not edit! +""" +@generated by mypy-protobuf. Do not edit manually! +isort:skip_file +""" +import builtins +import collections.abc +import google.protobuf.any_pb2 +import google.protobuf.descriptor +import google.protobuf.internal.containers +import google.protobuf.internal.enum_type_wrapper +import google.protobuf.message +import google.protobuf.struct_pb2 import sys -from google.protobuf.any_pb2 import ( - Any as google___protobuf___any_pb2___Any, -) - -from google.protobuf.descriptor import ( - Descriptor as google___protobuf___descriptor___Descriptor, - EnumDescriptor as google___protobuf___descriptor___EnumDescriptor, - FileDescriptor as google___protobuf___descriptor___FileDescriptor, -) - -from google.protobuf.internal.containers import ( - RepeatedCompositeFieldContainer as google___protobuf___internal___containers___RepeatedCompositeFieldContainer, - RepeatedScalarFieldContainer as google___protobuf___internal___containers___RepeatedScalarFieldContainer, -) - -from google.protobuf.internal.enum_type_wrapper import ( - _EnumTypeWrapper as google___protobuf___internal___enum_type_wrapper____EnumTypeWrapper, -) - -from google.protobuf.message import ( - Message as google___protobuf___message___Message, -) - -from google.protobuf.struct_pb2 import ( - ListValue as google___protobuf___struct_pb2___ListValue, - Value as google___protobuf___struct_pb2___Value, -) - -from tensorflow.core.framework.tensor_pb2 import ( - TensorProto as tensorflow___core___framework___tensor_pb2___TensorProto, -) - -from typing import ( - Iterable as typing___Iterable, - Mapping as typing___Mapping, - MutableMapping as typing___MutableMapping, - NewType as typing___NewType, - Optional as typing___Optional, - Text as typing___Text, - Union as typing___Union, - cast as typing___cast, -) - -from typing_extensions import ( - Literal as typing_extensions___Literal, -) - - -builtin___bool = bool -builtin___bytes = bytes -builtin___float = float -builtin___int = int -if sys.version_info < (3,): - builtin___buffer = buffer - builtin___unicode = unicode - - -DESCRIPTOR: google___protobuf___descriptor___FileDescriptor = ... - -class SeldonMessage(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - binData: builtin___bytes = ... - strData: typing___Text = ... +import tensorflow.core.framework.tensor_pb2 +import typing - @property - def status(self) -> type___Status: ... +if sys.version_info >= (3, 10): + import typing as typing_extensions +else: + import typing_extensions - @property - def meta(self) -> type___Meta: ... +DESCRIPTOR: google.protobuf.descriptor.FileDescriptor - @property - def data(self) -> type___DefaultData: ... +@typing_extensions.final +class SeldonMessage(google.protobuf.message.Message): + """[START Messages]""" - @property - def jsonData(self) -> google___protobuf___struct_pb2___Value: ... + DESCRIPTOR: google.protobuf.descriptor.Descriptor + STATUS_FIELD_NUMBER: builtins.int + META_FIELD_NUMBER: builtins.int + DATA_FIELD_NUMBER: builtins.int + BINDATA_FIELD_NUMBER: builtins.int + STRDATA_FIELD_NUMBER: builtins.int + JSONDATA_FIELD_NUMBER: builtins.int + CUSTOMDATA_FIELD_NUMBER: builtins.int @property - def customData(self) -> google___protobuf___any_pb2___Any: ... - - def __init__(self, + def status(self) -> global___Status: ... + @property + def meta(self) -> global___Meta: ... + @property + def data(self) -> global___DefaultData: ... + binData: builtins.bytes + strData: builtins.str + @property + def jsonData(self) -> google.protobuf.struct_pb2.Value: ... + @property + def customData(self) -> google.protobuf.any_pb2.Any: ... + def __init__( + self, *, - status : typing___Optional[type___Status] = None, - meta : typing___Optional[type___Meta] = None, - data : typing___Optional[type___DefaultData] = None, - binData : typing___Optional[builtin___bytes] = None, - strData : typing___Optional[typing___Text] = None, - jsonData : typing___Optional[google___protobuf___struct_pb2___Value] = None, - customData : typing___Optional[google___protobuf___any_pb2___Any] = None, - ) -> None: ... - if sys.version_info >= (3,): - @classmethod - def FromString(cls, s: builtin___bytes) -> SeldonMessage: ... - else: - @classmethod - def FromString(cls, s: typing___Union[builtin___bytes, builtin___buffer, builtin___unicode]) -> SeldonMessage: ... - def HasField(self, field_name: typing_extensions___Literal[u"binData",b"binData",u"customData",b"customData",u"data",b"data",u"data_oneof",b"data_oneof",u"jsonData",b"jsonData",u"meta",b"meta",u"status",b"status",u"strData",b"strData"]) -> builtin___bool: ... - def ClearField(self, field_name: typing_extensions___Literal[u"binData",b"binData",u"customData",b"customData",u"data",b"data",u"data_oneof",b"data_oneof",u"jsonData",b"jsonData",u"meta",b"meta",u"status",b"status",u"strData",b"strData"]) -> None: ... - def WhichOneof(self, oneof_group: typing_extensions___Literal[u"data_oneof",b"data_oneof"]) -> typing_extensions___Literal["data","binData","strData","jsonData","customData"]: ... -type___SeldonMessage = SeldonMessage - -class DefaultData(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - names: google___protobuf___internal___containers___RepeatedScalarFieldContainer[typing___Text] = ... - + status: global___Status | None = ..., + meta: global___Meta | None = ..., + data: global___DefaultData | None = ..., + binData: builtins.bytes = ..., + strData: builtins.str = ..., + jsonData: google.protobuf.struct_pb2.Value | None = ..., + customData: google.protobuf.any_pb2.Any | None = ..., + ) -> None: ... + def HasField(self, field_name: typing_extensions.Literal["binData", b"binData", "customData", b"customData", "data", b"data", "data_oneof", b"data_oneof", "jsonData", b"jsonData", "meta", b"meta", "status", b"status", "strData", b"strData"]) -> builtins.bool: ... + def ClearField(self, field_name: typing_extensions.Literal["binData", b"binData", "customData", b"customData", "data", b"data", "data_oneof", b"data_oneof", "jsonData", b"jsonData", "meta", b"meta", "status", b"status", "strData", b"strData"]) -> None: ... + def WhichOneof(self, oneof_group: typing_extensions.Literal["data_oneof", b"data_oneof"]) -> typing_extensions.Literal["data", "binData", "strData", "jsonData", "customData"] | None: ... + +global___SeldonMessage = SeldonMessage + +@typing_extensions.final +class DefaultData(google.protobuf.message.Message): + DESCRIPTOR: google.protobuf.descriptor.Descriptor + + NAMES_FIELD_NUMBER: builtins.int + TENSOR_FIELD_NUMBER: builtins.int + NDARRAY_FIELD_NUMBER: builtins.int + TFTENSOR_FIELD_NUMBER: builtins.int @property - def tensor(self) -> type___Tensor: ... - + def names(self) -> google.protobuf.internal.containers.RepeatedScalarFieldContainer[builtins.str]: ... @property - def ndarray(self) -> google___protobuf___struct_pb2___ListValue: ... - + def tensor(self) -> global___Tensor: ... @property - def tftensor(self) -> tensorflow___core___framework___tensor_pb2___TensorProto: ... - - def __init__(self, + def ndarray(self) -> google.protobuf.struct_pb2.ListValue: ... + @property + def tftensor(self) -> tensorflow.core.framework.tensor_pb2.TensorProto: ... + def __init__( + self, *, - names : typing___Optional[typing___Iterable[typing___Text]] = None, - tensor : typing___Optional[type___Tensor] = None, - ndarray : typing___Optional[google___protobuf___struct_pb2___ListValue] = None, - tftensor : typing___Optional[tensorflow___core___framework___tensor_pb2___TensorProto] = None, - ) -> None: ... - if sys.version_info >= (3,): - @classmethod - def FromString(cls, s: builtin___bytes) -> DefaultData: ... - else: - @classmethod - def FromString(cls, s: typing___Union[builtin___bytes, builtin___buffer, builtin___unicode]) -> DefaultData: ... - def HasField(self, field_name: typing_extensions___Literal[u"data_oneof",b"data_oneof",u"ndarray",b"ndarray",u"tensor",b"tensor",u"tftensor",b"tftensor"]) -> builtin___bool: ... - def ClearField(self, field_name: typing_extensions___Literal[u"data_oneof",b"data_oneof",u"names",b"names",u"ndarray",b"ndarray",u"tensor",b"tensor",u"tftensor",b"tftensor"]) -> None: ... - def WhichOneof(self, oneof_group: typing_extensions___Literal[u"data_oneof",b"data_oneof"]) -> typing_extensions___Literal["tensor","ndarray","tftensor"]: ... -type___DefaultData = DefaultData - -class Tensor(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - shape: google___protobuf___internal___containers___RepeatedScalarFieldContainer[builtin___int] = ... - values: google___protobuf___internal___containers___RepeatedScalarFieldContainer[builtin___float] = ... - - def __init__(self, + names: collections.abc.Iterable[builtins.str] | None = ..., + tensor: global___Tensor | None = ..., + ndarray: google.protobuf.struct_pb2.ListValue | None = ..., + tftensor: tensorflow.core.framework.tensor_pb2.TensorProto | None = ..., + ) -> None: ... + def HasField(self, field_name: typing_extensions.Literal["data_oneof", b"data_oneof", "ndarray", b"ndarray", "tensor", b"tensor", "tftensor", b"tftensor"]) -> builtins.bool: ... + def ClearField(self, field_name: typing_extensions.Literal["data_oneof", b"data_oneof", "names", b"names", "ndarray", b"ndarray", "tensor", b"tensor", "tftensor", b"tftensor"]) -> None: ... + def WhichOneof(self, oneof_group: typing_extensions.Literal["data_oneof", b"data_oneof"]) -> typing_extensions.Literal["tensor", "ndarray", "tftensor"] | None: ... + +global___DefaultData = DefaultData + +@typing_extensions.final +class Tensor(google.protobuf.message.Message): + DESCRIPTOR: google.protobuf.descriptor.Descriptor + + SHAPE_FIELD_NUMBER: builtins.int + VALUES_FIELD_NUMBER: builtins.int + @property + def shape(self) -> google.protobuf.internal.containers.RepeatedScalarFieldContainer[builtins.int]: ... + @property + def values(self) -> google.protobuf.internal.containers.RepeatedScalarFieldContainer[builtins.float]: ... + def __init__( + self, *, - shape : typing___Optional[typing___Iterable[builtin___int]] = None, - values : typing___Optional[typing___Iterable[builtin___float]] = None, - ) -> None: ... - if sys.version_info >= (3,): - @classmethod - def FromString(cls, s: builtin___bytes) -> Tensor: ... - else: - @classmethod - def FromString(cls, s: typing___Union[builtin___bytes, builtin___buffer, builtin___unicode]) -> Tensor: ... - def ClearField(self, field_name: typing_extensions___Literal[u"shape",b"shape",u"values",b"values"]) -> None: ... -type___Tensor = Tensor - -class Meta(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - class TagsEntry(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - key: typing___Text = ... + shape: collections.abc.Iterable[builtins.int] | None = ..., + values: collections.abc.Iterable[builtins.float] | None = ..., + ) -> None: ... + def ClearField(self, field_name: typing_extensions.Literal["shape", b"shape", "values", b"values"]) -> None: ... - @property - def value(self) -> google___protobuf___struct_pb2___Value: ... +global___Tensor = Tensor + +@typing_extensions.final +class Meta(google.protobuf.message.Message): + DESCRIPTOR: google.protobuf.descriptor.Descriptor - def __init__(self, + @typing_extensions.final + class TagsEntry(google.protobuf.message.Message): + DESCRIPTOR: google.protobuf.descriptor.Descriptor + + KEY_FIELD_NUMBER: builtins.int + VALUE_FIELD_NUMBER: builtins.int + key: builtins.str + @property + def value(self) -> google.protobuf.struct_pb2.Value: ... + def __init__( + self, *, - key : typing___Optional[typing___Text] = None, - value : typing___Optional[google___protobuf___struct_pb2___Value] = None, - ) -> None: ... - if sys.version_info >= (3,): - @classmethod - def FromString(cls, s: builtin___bytes) -> Meta.TagsEntry: ... - else: - @classmethod - def FromString(cls, s: typing___Union[builtin___bytes, builtin___buffer, builtin___unicode]) -> Meta.TagsEntry: ... - def HasField(self, field_name: typing_extensions___Literal[u"value",b"value"]) -> builtin___bool: ... - def ClearField(self, field_name: typing_extensions___Literal[u"key",b"key",u"value",b"value"]) -> None: ... - type___TagsEntry = TagsEntry - - class RoutingEntry(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - key: typing___Text = ... - value: builtin___int = ... - - def __init__(self, + key: builtins.str = ..., + value: google.protobuf.struct_pb2.Value | None = ..., + ) -> None: ... + def HasField(self, field_name: typing_extensions.Literal["value", b"value"]) -> builtins.bool: ... + def ClearField(self, field_name: typing_extensions.Literal["key", b"key", "value", b"value"]) -> None: ... + + @typing_extensions.final + class RoutingEntry(google.protobuf.message.Message): + DESCRIPTOR: google.protobuf.descriptor.Descriptor + + KEY_FIELD_NUMBER: builtins.int + VALUE_FIELD_NUMBER: builtins.int + key: builtins.str + value: builtins.int + def __init__( + self, *, - key : typing___Optional[typing___Text] = None, - value : typing___Optional[builtin___int] = None, - ) -> None: ... - if sys.version_info >= (3,): - @classmethod - def FromString(cls, s: builtin___bytes) -> Meta.RoutingEntry: ... - else: - @classmethod - def FromString(cls, s: typing___Union[builtin___bytes, builtin___buffer, builtin___unicode]) -> Meta.RoutingEntry: ... - def ClearField(self, field_name: typing_extensions___Literal[u"key",b"key",u"value",b"value"]) -> None: ... - type___RoutingEntry = RoutingEntry - - class RequestPathEntry(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - key: typing___Text = ... - value: typing___Text = ... - - def __init__(self, + key: builtins.str = ..., + value: builtins.int = ..., + ) -> None: ... + def ClearField(self, field_name: typing_extensions.Literal["key", b"key", "value", b"value"]) -> None: ... + + @typing_extensions.final + class RequestPathEntry(google.protobuf.message.Message): + DESCRIPTOR: google.protobuf.descriptor.Descriptor + + KEY_FIELD_NUMBER: builtins.int + VALUE_FIELD_NUMBER: builtins.int + key: builtins.str + value: builtins.str + def __init__( + self, *, - key : typing___Optional[typing___Text] = None, - value : typing___Optional[typing___Text] = None, - ) -> None: ... - if sys.version_info >= (3,): - @classmethod - def FromString(cls, s: builtin___bytes) -> Meta.RequestPathEntry: ... - else: - @classmethod - def FromString(cls, s: typing___Union[builtin___bytes, builtin___buffer, builtin___unicode]) -> Meta.RequestPathEntry: ... - def ClearField(self, field_name: typing_extensions___Literal[u"key",b"key",u"value",b"value"]) -> None: ... - type___RequestPathEntry = RequestPathEntry - - puid: typing___Text = ... - + key: builtins.str = ..., + value: builtins.str = ..., + ) -> None: ... + def ClearField(self, field_name: typing_extensions.Literal["key", b"key", "value", b"value"]) -> None: ... + + PUID_FIELD_NUMBER: builtins.int + TAGS_FIELD_NUMBER: builtins.int + ROUTING_FIELD_NUMBER: builtins.int + REQUESTPATH_FIELD_NUMBER: builtins.int + METRICS_FIELD_NUMBER: builtins.int + puid: builtins.str @property - def tags(self) -> typing___MutableMapping[typing___Text, google___protobuf___struct_pb2___Value]: ... - + def tags(self) -> google.protobuf.internal.containers.MessageMap[builtins.str, google.protobuf.struct_pb2.Value]: ... @property - def routing(self) -> typing___MutableMapping[typing___Text, builtin___int]: ... - + def routing(self) -> google.protobuf.internal.containers.ScalarMap[builtins.str, builtins.int]: ... @property - def requestPath(self) -> typing___MutableMapping[typing___Text, typing___Text]: ... - + def requestPath(self) -> google.protobuf.internal.containers.ScalarMap[builtins.str, builtins.str]: ... @property - def metrics(self) -> google___protobuf___internal___containers___RepeatedCompositeFieldContainer[type___Metric]: ... - - def __init__(self, + def metrics(self) -> google.protobuf.internal.containers.RepeatedCompositeFieldContainer[global___Metric]: ... + def __init__( + self, *, - puid : typing___Optional[typing___Text] = None, - tags : typing___Optional[typing___Mapping[typing___Text, google___protobuf___struct_pb2___Value]] = None, - routing : typing___Optional[typing___Mapping[typing___Text, builtin___int]] = None, - requestPath : typing___Optional[typing___Mapping[typing___Text, typing___Text]] = None, - metrics : typing___Optional[typing___Iterable[type___Metric]] = None, - ) -> None: ... - if sys.version_info >= (3,): - @classmethod - def FromString(cls, s: builtin___bytes) -> Meta: ... - else: - @classmethod - def FromString(cls, s: typing___Union[builtin___bytes, builtin___buffer, builtin___unicode]) -> Meta: ... - def ClearField(self, field_name: typing_extensions___Literal[u"metrics",b"metrics",u"puid",b"puid",u"requestPath",b"requestPath",u"routing",b"routing",u"tags",b"tags"]) -> None: ... -type___Meta = Meta - -class Metric(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - MetricTypeValue = typing___NewType('MetricTypeValue', builtin___int) - type___MetricTypeValue = MetricTypeValue - MetricType: _MetricType - class _MetricType(google___protobuf___internal___enum_type_wrapper____EnumTypeWrapper[Metric.MetricTypeValue]): - DESCRIPTOR: google___protobuf___descriptor___EnumDescriptor = ... - COUNTER = typing___cast(Metric.MetricTypeValue, 0) - GAUGE = typing___cast(Metric.MetricTypeValue, 1) - TIMER = typing___cast(Metric.MetricTypeValue, 2) - COUNTER = typing___cast(Metric.MetricTypeValue, 0) - GAUGE = typing___cast(Metric.MetricTypeValue, 1) - TIMER = typing___cast(Metric.MetricTypeValue, 2) - type___MetricType = MetricType - - class TagsEntry(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - key: typing___Text = ... - value: typing___Text = ... - - def __init__(self, + puid: builtins.str = ..., + tags: collections.abc.Mapping[builtins.str, google.protobuf.struct_pb2.Value] | None = ..., + routing: collections.abc.Mapping[builtins.str, builtins.int] | None = ..., + requestPath: collections.abc.Mapping[builtins.str, builtins.str] | None = ..., + metrics: collections.abc.Iterable[global___Metric] | None = ..., + ) -> None: ... + def ClearField(self, field_name: typing_extensions.Literal["metrics", b"metrics", "puid", b"puid", "requestPath", b"requestPath", "routing", b"routing", "tags", b"tags"]) -> None: ... + +global___Meta = Meta + +@typing_extensions.final +class Metric(google.protobuf.message.Message): + DESCRIPTOR: google.protobuf.descriptor.Descriptor + + class _MetricType: + ValueType = typing.NewType("ValueType", builtins.int) + V: typing_extensions.TypeAlias = ValueType + + class _MetricTypeEnumTypeWrapper(google.protobuf.internal.enum_type_wrapper._EnumTypeWrapper[Metric._MetricType.ValueType], builtins.type): + DESCRIPTOR: google.protobuf.descriptor.EnumDescriptor + COUNTER: Metric._MetricType.ValueType # 0 + GAUGE: Metric._MetricType.ValueType # 1 + TIMER: Metric._MetricType.ValueType # 2 + + class MetricType(_MetricType, metaclass=_MetricTypeEnumTypeWrapper): ... + COUNTER: Metric.MetricType.ValueType # 0 + GAUGE: Metric.MetricType.ValueType # 1 + TIMER: Metric.MetricType.ValueType # 2 + + @typing_extensions.final + class TagsEntry(google.protobuf.message.Message): + DESCRIPTOR: google.protobuf.descriptor.Descriptor + + KEY_FIELD_NUMBER: builtins.int + VALUE_FIELD_NUMBER: builtins.int + key: builtins.str + value: builtins.str + def __init__( + self, *, - key : typing___Optional[typing___Text] = None, - value : typing___Optional[typing___Text] = None, - ) -> None: ... - if sys.version_info >= (3,): - @classmethod - def FromString(cls, s: builtin___bytes) -> Metric.TagsEntry: ... - else: - @classmethod - def FromString(cls, s: typing___Union[builtin___bytes, builtin___buffer, builtin___unicode]) -> Metric.TagsEntry: ... - def ClearField(self, field_name: typing_extensions___Literal[u"key",b"key",u"value",b"value"]) -> None: ... - type___TagsEntry = TagsEntry - - key: typing___Text = ... - type: type___Metric.MetricTypeValue = ... - value: builtin___float = ... - + key: builtins.str = ..., + value: builtins.str = ..., + ) -> None: ... + def ClearField(self, field_name: typing_extensions.Literal["key", b"key", "value", b"value"]) -> None: ... + + KEY_FIELD_NUMBER: builtins.int + TYPE_FIELD_NUMBER: builtins.int + VALUE_FIELD_NUMBER: builtins.int + TAGS_FIELD_NUMBER: builtins.int + key: builtins.str + type: global___Metric.MetricType.ValueType + value: builtins.float @property - def tags(self) -> typing___MutableMapping[typing___Text, typing___Text]: ... - - def __init__(self, + def tags(self) -> google.protobuf.internal.containers.ScalarMap[builtins.str, builtins.str]: ... + def __init__( + self, *, - key : typing___Optional[typing___Text] = None, - type : typing___Optional[type___Metric.MetricTypeValue] = None, - value : typing___Optional[builtin___float] = None, - tags : typing___Optional[typing___Mapping[typing___Text, typing___Text]] = None, - ) -> None: ... - if sys.version_info >= (3,): - @classmethod - def FromString(cls, s: builtin___bytes) -> Metric: ... - else: - @classmethod - def FromString(cls, s: typing___Union[builtin___bytes, builtin___buffer, builtin___unicode]) -> Metric: ... - def ClearField(self, field_name: typing_extensions___Literal[u"key",b"key",u"tags",b"tags",u"type",b"type",u"value",b"value"]) -> None: ... -type___Metric = Metric - -class SeldonMessageList(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... + key: builtins.str = ..., + type: global___Metric.MetricType.ValueType = ..., + value: builtins.float = ..., + tags: collections.abc.Mapping[builtins.str, builtins.str] | None = ..., + ) -> None: ... + def ClearField(self, field_name: typing_extensions.Literal["key", b"key", "tags", b"tags", "type", b"type", "value", b"value"]) -> None: ... - @property - def seldonMessages(self) -> google___protobuf___internal___containers___RepeatedCompositeFieldContainer[type___SeldonMessage]: ... +global___Metric = Metric + +@typing_extensions.final +class SeldonMessageList(google.protobuf.message.Message): + DESCRIPTOR: google.protobuf.descriptor.Descriptor - def __init__(self, + SELDONMESSAGES_FIELD_NUMBER: builtins.int + @property + def seldonMessages(self) -> google.protobuf.internal.containers.RepeatedCompositeFieldContainer[global___SeldonMessage]: ... + def __init__( + self, *, - seldonMessages : typing___Optional[typing___Iterable[type___SeldonMessage]] = None, - ) -> None: ... - if sys.version_info >= (3,): - @classmethod - def FromString(cls, s: builtin___bytes) -> SeldonMessageList: ... - else: - @classmethod - def FromString(cls, s: typing___Union[builtin___bytes, builtin___buffer, builtin___unicode]) -> SeldonMessageList: ... - def ClearField(self, field_name: typing_extensions___Literal[u"seldonMessages",b"seldonMessages"]) -> None: ... -type___SeldonMessageList = SeldonMessageList - -class Status(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - StatusFlagValue = typing___NewType('StatusFlagValue', builtin___int) - type___StatusFlagValue = StatusFlagValue - StatusFlag: _StatusFlag - class _StatusFlag(google___protobuf___internal___enum_type_wrapper____EnumTypeWrapper[Status.StatusFlagValue]): - DESCRIPTOR: google___protobuf___descriptor___EnumDescriptor = ... - SUCCESS = typing___cast(Status.StatusFlagValue, 0) - FAILURE = typing___cast(Status.StatusFlagValue, 1) - SUCCESS = typing___cast(Status.StatusFlagValue, 0) - FAILURE = typing___cast(Status.StatusFlagValue, 1) - type___StatusFlag = StatusFlag - - code: builtin___int = ... - info: typing___Text = ... - reason: typing___Text = ... - status: type___Status.StatusFlagValue = ... - - def __init__(self, + seldonMessages: collections.abc.Iterable[global___SeldonMessage] | None = ..., + ) -> None: ... + def ClearField(self, field_name: typing_extensions.Literal["seldonMessages", b"seldonMessages"]) -> None: ... + +global___SeldonMessageList = SeldonMessageList + +@typing_extensions.final +class Status(google.protobuf.message.Message): + DESCRIPTOR: google.protobuf.descriptor.Descriptor + + class _StatusFlag: + ValueType = typing.NewType("ValueType", builtins.int) + V: typing_extensions.TypeAlias = ValueType + + class _StatusFlagEnumTypeWrapper(google.protobuf.internal.enum_type_wrapper._EnumTypeWrapper[Status._StatusFlag.ValueType], builtins.type): + DESCRIPTOR: google.protobuf.descriptor.EnumDescriptor + SUCCESS: Status._StatusFlag.ValueType # 0 + FAILURE: Status._StatusFlag.ValueType # 1 + + class StatusFlag(_StatusFlag, metaclass=_StatusFlagEnumTypeWrapper): ... + SUCCESS: Status.StatusFlag.ValueType # 0 + FAILURE: Status.StatusFlag.ValueType # 1 + + CODE_FIELD_NUMBER: builtins.int + INFO_FIELD_NUMBER: builtins.int + REASON_FIELD_NUMBER: builtins.int + STATUS_FIELD_NUMBER: builtins.int + code: builtins.int + info: builtins.str + reason: builtins.str + status: global___Status.StatusFlag.ValueType + def __init__( + self, *, - code : typing___Optional[builtin___int] = None, - info : typing___Optional[typing___Text] = None, - reason : typing___Optional[typing___Text] = None, - status : typing___Optional[type___Status.StatusFlagValue] = None, - ) -> None: ... - if sys.version_info >= (3,): - @classmethod - def FromString(cls, s: builtin___bytes) -> Status: ... - else: - @classmethod - def FromString(cls, s: typing___Union[builtin___bytes, builtin___buffer, builtin___unicode]) -> Status: ... - def ClearField(self, field_name: typing_extensions___Literal[u"code",b"code",u"info",b"info",u"reason",b"reason",u"status",b"status"]) -> None: ... -type___Status = Status - -class Feedback(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - reward: builtin___float = ... - + code: builtins.int = ..., + info: builtins.str = ..., + reason: builtins.str = ..., + status: global___Status.StatusFlag.ValueType = ..., + ) -> None: ... + def ClearField(self, field_name: typing_extensions.Literal["code", b"code", "info", b"info", "reason", b"reason", "status", b"status"]) -> None: ... + +global___Status = Status + +@typing_extensions.final +class Feedback(google.protobuf.message.Message): + DESCRIPTOR: google.protobuf.descriptor.Descriptor + + REQUEST_FIELD_NUMBER: builtins.int + RESPONSE_FIELD_NUMBER: builtins.int + REWARD_FIELD_NUMBER: builtins.int + TRUTH_FIELD_NUMBER: builtins.int @property - def request(self) -> type___SeldonMessage: ... - + def request(self) -> global___SeldonMessage: ... @property - def response(self) -> type___SeldonMessage: ... - + def response(self) -> global___SeldonMessage: ... + reward: builtins.float @property - def truth(self) -> type___SeldonMessage: ... - - def __init__(self, + def truth(self) -> global___SeldonMessage: ... + def __init__( + self, *, - request : typing___Optional[type___SeldonMessage] = None, - response : typing___Optional[type___SeldonMessage] = None, - reward : typing___Optional[builtin___float] = None, - truth : typing___Optional[type___SeldonMessage] = None, - ) -> None: ... - if sys.version_info >= (3,): - @classmethod - def FromString(cls, s: builtin___bytes) -> Feedback: ... - else: - @classmethod - def FromString(cls, s: typing___Union[builtin___bytes, builtin___buffer, builtin___unicode]) -> Feedback: ... - def HasField(self, field_name: typing_extensions___Literal[u"request",b"request",u"response",b"response",u"truth",b"truth"]) -> builtin___bool: ... - def ClearField(self, field_name: typing_extensions___Literal[u"request",b"request",u"response",b"response",u"reward",b"reward",u"truth",b"truth"]) -> None: ... -type___Feedback = Feedback - -class RequestResponse(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - + request: global___SeldonMessage | None = ..., + response: global___SeldonMessage | None = ..., + reward: builtins.float = ..., + truth: global___SeldonMessage | None = ..., + ) -> None: ... + def HasField(self, field_name: typing_extensions.Literal["request", b"request", "response", b"response", "truth", b"truth"]) -> builtins.bool: ... + def ClearField(self, field_name: typing_extensions.Literal["request", b"request", "response", b"response", "reward", b"reward", "truth", b"truth"]) -> None: ... + +global___Feedback = Feedback + +@typing_extensions.final +class RequestResponse(google.protobuf.message.Message): + DESCRIPTOR: google.protobuf.descriptor.Descriptor + + REQUEST_FIELD_NUMBER: builtins.int + RESPONSE_FIELD_NUMBER: builtins.int @property - def request(self) -> type___SeldonMessage: ... - + def request(self) -> global___SeldonMessage: ... @property - def response(self) -> type___SeldonMessage: ... - - def __init__(self, + def response(self) -> global___SeldonMessage: ... + def __init__( + self, *, - request : typing___Optional[type___SeldonMessage] = None, - response : typing___Optional[type___SeldonMessage] = None, - ) -> None: ... - if sys.version_info >= (3,): - @classmethod - def FromString(cls, s: builtin___bytes) -> RequestResponse: ... - else: - @classmethod - def FromString(cls, s: typing___Union[builtin___bytes, builtin___buffer, builtin___unicode]) -> RequestResponse: ... - def HasField(self, field_name: typing_extensions___Literal[u"request",b"request",u"response",b"response"]) -> builtin___bool: ... - def ClearField(self, field_name: typing_extensions___Literal[u"request",b"request",u"response",b"response"]) -> None: ... -type___RequestResponse = RequestResponse - -class SeldonModelMetadataRequest(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - name: typing___Text = ... - - def __init__(self, + request: global___SeldonMessage | None = ..., + response: global___SeldonMessage | None = ..., + ) -> None: ... + def HasField(self, field_name: typing_extensions.Literal["request", b"request", "response", b"response"]) -> builtins.bool: ... + def ClearField(self, field_name: typing_extensions.Literal["request", b"request", "response", b"response"]) -> None: ... + +global___RequestResponse = RequestResponse + +@typing_extensions.final +class SeldonModelMetadataRequest(google.protobuf.message.Message): + DESCRIPTOR: google.protobuf.descriptor.Descriptor + + NAME_FIELD_NUMBER: builtins.int + name: builtins.str + def __init__( + self, *, - name : typing___Optional[typing___Text] = None, - ) -> None: ... - if sys.version_info >= (3,): - @classmethod - def FromString(cls, s: builtin___bytes) -> SeldonModelMetadataRequest: ... - else: - @classmethod - def FromString(cls, s: typing___Union[builtin___bytes, builtin___buffer, builtin___unicode]) -> SeldonModelMetadataRequest: ... - def ClearField(self, field_name: typing_extensions___Literal[u"name",b"name"]) -> None: ... -type___SeldonModelMetadataRequest = SeldonModelMetadataRequest - -class SeldonMessageMetadata(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - messagetype: typing___Text = ... - name: typing___Text = ... - datatype: typing___Text = ... - shape: google___protobuf___internal___containers___RepeatedScalarFieldContainer[builtin___int] = ... - + name: builtins.str = ..., + ) -> None: ... + def ClearField(self, field_name: typing_extensions.Literal["name", b"name"]) -> None: ... + +global___SeldonModelMetadataRequest = SeldonModelMetadataRequest + +@typing_extensions.final +class SeldonMessageMetadata(google.protobuf.message.Message): + DESCRIPTOR: google.protobuf.descriptor.Descriptor + + MESSAGETYPE_FIELD_NUMBER: builtins.int + SCHEMA_FIELD_NUMBER: builtins.int + NAME_FIELD_NUMBER: builtins.int + DATATYPE_FIELD_NUMBER: builtins.int + SHAPE_FIELD_NUMBER: builtins.int + messagetype: builtins.str + """SeldonMessage Metadata fields""" @property - def schema(self) -> google___protobuf___struct_pb2___Value: ... - - def __init__(self, + def schema(self) -> google.protobuf.struct_pb2.Value: ... + name: builtins.str + """KFserving tesnor metadata fields""" + datatype: builtins.str + @property + def shape(self) -> google.protobuf.internal.containers.RepeatedScalarFieldContainer[builtins.int]: ... + def __init__( + self, *, - messagetype : typing___Optional[typing___Text] = None, - schema : typing___Optional[google___protobuf___struct_pb2___Value] = None, - name : typing___Optional[typing___Text] = None, - datatype : typing___Optional[typing___Text] = None, - shape : typing___Optional[typing___Iterable[builtin___int]] = None, - ) -> None: ... - if sys.version_info >= (3,): - @classmethod - def FromString(cls, s: builtin___bytes) -> SeldonMessageMetadata: ... - else: - @classmethod - def FromString(cls, s: typing___Union[builtin___bytes, builtin___buffer, builtin___unicode]) -> SeldonMessageMetadata: ... - def HasField(self, field_name: typing_extensions___Literal[u"schema",b"schema"]) -> builtin___bool: ... - def ClearField(self, field_name: typing_extensions___Literal[u"datatype",b"datatype",u"messagetype",b"messagetype",u"name",b"name",u"schema",b"schema",u"shape",b"shape"]) -> None: ... -type___SeldonMessageMetadata = SeldonMessageMetadata - -class SeldonModelMetadata(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - class CustomEntry(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - key: typing___Text = ... - value: typing___Text = ... - - def __init__(self, + messagetype: builtins.str = ..., + schema: google.protobuf.struct_pb2.Value | None = ..., + name: builtins.str = ..., + datatype: builtins.str = ..., + shape: collections.abc.Iterable[builtins.int] | None = ..., + ) -> None: ... + def HasField(self, field_name: typing_extensions.Literal["schema", b"schema"]) -> builtins.bool: ... + def ClearField(self, field_name: typing_extensions.Literal["datatype", b"datatype", "messagetype", b"messagetype", "name", b"name", "schema", b"schema", "shape", b"shape"]) -> None: ... + +global___SeldonMessageMetadata = SeldonMessageMetadata + +@typing_extensions.final +class SeldonModelMetadata(google.protobuf.message.Message): + DESCRIPTOR: google.protobuf.descriptor.Descriptor + + @typing_extensions.final + class CustomEntry(google.protobuf.message.Message): + DESCRIPTOR: google.protobuf.descriptor.Descriptor + + KEY_FIELD_NUMBER: builtins.int + VALUE_FIELD_NUMBER: builtins.int + key: builtins.str + value: builtins.str + def __init__( + self, *, - key : typing___Optional[typing___Text] = None, - value : typing___Optional[typing___Text] = None, - ) -> None: ... - if sys.version_info >= (3,): - @classmethod - def FromString(cls, s: builtin___bytes) -> SeldonModelMetadata.CustomEntry: ... - else: - @classmethod - def FromString(cls, s: typing___Union[builtin___bytes, builtin___buffer, builtin___unicode]) -> SeldonModelMetadata.CustomEntry: ... - def ClearField(self, field_name: typing_extensions___Literal[u"key",b"key",u"value",b"value"]) -> None: ... - type___CustomEntry = CustomEntry - - name: typing___Text = ... - versions: google___protobuf___internal___containers___RepeatedScalarFieldContainer[typing___Text] = ... - platform: typing___Text = ... - + key: builtins.str = ..., + value: builtins.str = ..., + ) -> None: ... + def ClearField(self, field_name: typing_extensions.Literal["key", b"key", "value", b"value"]) -> None: ... + + NAME_FIELD_NUMBER: builtins.int + VERSIONS_FIELD_NUMBER: builtins.int + PLATFORM_FIELD_NUMBER: builtins.int + INPUTS_FIELD_NUMBER: builtins.int + OUTPUTS_FIELD_NUMBER: builtins.int + CUSTOM_FIELD_NUMBER: builtins.int + name: builtins.str @property - def inputs(self) -> google___protobuf___internal___containers___RepeatedCompositeFieldContainer[type___SeldonMessageMetadata]: ... - + def versions(self) -> google.protobuf.internal.containers.RepeatedScalarFieldContainer[builtins.str]: ... + platform: builtins.str @property - def outputs(self) -> google___protobuf___internal___containers___RepeatedCompositeFieldContainer[type___SeldonMessageMetadata]: ... - + def inputs(self) -> google.protobuf.internal.containers.RepeatedCompositeFieldContainer[global___SeldonMessageMetadata]: ... @property - def custom(self) -> typing___MutableMapping[typing___Text, typing___Text]: ... - - def __init__(self, + def outputs(self) -> google.protobuf.internal.containers.RepeatedCompositeFieldContainer[global___SeldonMessageMetadata]: ... + @property + def custom(self) -> google.protobuf.internal.containers.ScalarMap[builtins.str, builtins.str]: ... + def __init__( + self, *, - name : typing___Optional[typing___Text] = None, - versions : typing___Optional[typing___Iterable[typing___Text]] = None, - platform : typing___Optional[typing___Text] = None, - inputs : typing___Optional[typing___Iterable[type___SeldonMessageMetadata]] = None, - outputs : typing___Optional[typing___Iterable[type___SeldonMessageMetadata]] = None, - custom : typing___Optional[typing___Mapping[typing___Text, typing___Text]] = None, - ) -> None: ... - if sys.version_info >= (3,): - @classmethod - def FromString(cls, s: builtin___bytes) -> SeldonModelMetadata: ... - else: - @classmethod - def FromString(cls, s: typing___Union[builtin___bytes, builtin___buffer, builtin___unicode]) -> SeldonModelMetadata: ... - def ClearField(self, field_name: typing_extensions___Literal[u"custom",b"custom",u"inputs",b"inputs",u"name",b"name",u"outputs",b"outputs",u"platform",b"platform",u"versions",b"versions"]) -> None: ... -type___SeldonModelMetadata = SeldonModelMetadata - -class SeldonGraphMetadata(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - class ModelsEntry(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - key: typing___Text = ... - + name: builtins.str = ..., + versions: collections.abc.Iterable[builtins.str] | None = ..., + platform: builtins.str = ..., + inputs: collections.abc.Iterable[global___SeldonMessageMetadata] | None = ..., + outputs: collections.abc.Iterable[global___SeldonMessageMetadata] | None = ..., + custom: collections.abc.Mapping[builtins.str, builtins.str] | None = ..., + ) -> None: ... + def ClearField(self, field_name: typing_extensions.Literal["custom", b"custom", "inputs", b"inputs", "name", b"name", "outputs", b"outputs", "platform", b"platform", "versions", b"versions"]) -> None: ... + +global___SeldonModelMetadata = SeldonModelMetadata + +@typing_extensions.final +class SeldonGraphMetadata(google.protobuf.message.Message): + DESCRIPTOR: google.protobuf.descriptor.Descriptor + + @typing_extensions.final + class ModelsEntry(google.protobuf.message.Message): + DESCRIPTOR: google.protobuf.descriptor.Descriptor + + KEY_FIELD_NUMBER: builtins.int + VALUE_FIELD_NUMBER: builtins.int + key: builtins.str @property - def value(self) -> type___SeldonModelMetadata: ... - - def __init__(self, + def value(self) -> global___SeldonModelMetadata: ... + def __init__( + self, *, - key : typing___Optional[typing___Text] = None, - value : typing___Optional[type___SeldonModelMetadata] = None, - ) -> None: ... - if sys.version_info >= (3,): - @classmethod - def FromString(cls, s: builtin___bytes) -> SeldonGraphMetadata.ModelsEntry: ... - else: - @classmethod - def FromString(cls, s: typing___Union[builtin___bytes, builtin___buffer, builtin___unicode]) -> SeldonGraphMetadata.ModelsEntry: ... - def HasField(self, field_name: typing_extensions___Literal[u"value",b"value"]) -> builtin___bool: ... - def ClearField(self, field_name: typing_extensions___Literal[u"key",b"key",u"value",b"value"]) -> None: ... - type___ModelsEntry = ModelsEntry - - name: typing___Text = ... - + key: builtins.str = ..., + value: global___SeldonModelMetadata | None = ..., + ) -> None: ... + def HasField(self, field_name: typing_extensions.Literal["value", b"value"]) -> builtins.bool: ... + def ClearField(self, field_name: typing_extensions.Literal["key", b"key", "value", b"value"]) -> None: ... + + NAME_FIELD_NUMBER: builtins.int + MODELS_FIELD_NUMBER: builtins.int + INPUTS_FIELD_NUMBER: builtins.int + OUTPUTS_FIELD_NUMBER: builtins.int + name: builtins.str @property - def models(self) -> typing___MutableMapping[typing___Text, type___SeldonModelMetadata]: ... - + def models(self) -> google.protobuf.internal.containers.MessageMap[builtins.str, global___SeldonModelMetadata]: ... @property - def inputs(self) -> google___protobuf___internal___containers___RepeatedCompositeFieldContainer[type___SeldonMessageMetadata]: ... - + def inputs(self) -> google.protobuf.internal.containers.RepeatedCompositeFieldContainer[global___SeldonMessageMetadata]: ... @property - def outputs(self) -> google___protobuf___internal___containers___RepeatedCompositeFieldContainer[type___SeldonMessageMetadata]: ... - - def __init__(self, + def outputs(self) -> google.protobuf.internal.containers.RepeatedCompositeFieldContainer[global___SeldonMessageMetadata]: ... + def __init__( + self, *, - name : typing___Optional[typing___Text] = None, - models : typing___Optional[typing___Mapping[typing___Text, type___SeldonModelMetadata]] = None, - inputs : typing___Optional[typing___Iterable[type___SeldonMessageMetadata]] = None, - outputs : typing___Optional[typing___Iterable[type___SeldonMessageMetadata]] = None, - ) -> None: ... - if sys.version_info >= (3,): - @classmethod - def FromString(cls, s: builtin___bytes) -> SeldonGraphMetadata: ... - else: - @classmethod - def FromString(cls, s: typing___Union[builtin___bytes, builtin___buffer, builtin___unicode]) -> SeldonGraphMetadata: ... - def ClearField(self, field_name: typing_extensions___Literal[u"inputs",b"inputs",u"models",b"models",u"name",b"name",u"outputs",b"outputs"]) -> None: ... -type___SeldonGraphMetadata = SeldonGraphMetadata + name: builtins.str = ..., + models: collections.abc.Mapping[builtins.str, global___SeldonModelMetadata] | None = ..., + inputs: collections.abc.Iterable[global___SeldonMessageMetadata] | None = ..., + outputs: collections.abc.Iterable[global___SeldonMessageMetadata] | None = ..., + ) -> None: ... + def ClearField(self, field_name: typing_extensions.Literal["inputs", b"inputs", "models", b"models", "name", b"name", "outputs", b"outputs"]) -> None: ... + +global___SeldonGraphMetadata = SeldonGraphMetadata diff --git a/components/alibi-explain-server/alibiexplainer/proto/tensorflow/core/framework/resource_handle.proto b/components/alibi-explain-server/alibiexplainer/proto/tensorflow/core/framework/resource_handle.proto index 5a41750475..aa53f7ff16 100644 --- a/components/alibi-explain-server/alibiexplainer/proto/tensorflow/core/framework/resource_handle.proto +++ b/components/alibi-explain-server/alibiexplainer/proto/tensorflow/core/framework/resource_handle.proto @@ -34,7 +34,9 @@ message ResourceHandleProto { // Protocol buffer representing a pair of (data type, tensor shape). message DtypeAndShape { + // Data type of the tensor. DataType dtype = 1; + // Shape of the tensor. TensorShapeProto shape = 2; } diff --git a/components/alibi-explain-server/alibiexplainer/proto/tensorflow/core/framework/tensor.proto b/components/alibi-explain-server/alibiexplainer/proto/tensorflow/core/framework/tensor.proto index 86012a1045..9f5a29aec1 100644 --- a/components/alibi-explain-server/alibiexplainer/proto/tensorflow/core/framework/tensor.proto +++ b/components/alibi-explain-server/alibiexplainer/proto/tensorflow/core/framework/tensor.proto @@ -14,6 +14,7 @@ option go_package = "github.com/tensorflow/tensorflow/tensorflow/go/core/framewo // Protocol buffer representing a tensor. message TensorProto { + // Data type of the tensor. DataType dtype = 1; // Shape of the tensor. TODO(touts): sort out the 0-rank issues. diff --git a/components/alibi-explain-server/alibiexplainer/proto/tensorflow/core/framework/types.proto b/components/alibi-explain-server/alibiexplainer/proto/tensorflow/core/framework/types.proto index d0a973845f..bef9863cbb 100644 --- a/components/alibi-explain-server/alibiexplainer/proto/tensorflow/core/framework/types.proto +++ b/components/alibi-explain-server/alibiexplainer/proto/tensorflow/core/framework/types.proto @@ -43,12 +43,17 @@ enum DataType { DT_FLOAT8_E5M2 = 24; // 5 exponent bits, 2 mantissa bits. DT_FLOAT8_E4M3FN = 25; // 4 exponent bits, 3 mantissa bits, finite-only, with // 2 NaNs (0bS1111111). - // TODO - b/299182407: Leaving room for remaining float8 types. - // DT_FLOAT8_E4M3FNUZ = 26; - // DT_FLOAT8_E4M3B11FNUZ = 27; - // DT_FLOAT8_E5M2FNUZ = 28; + DT_FLOAT8_E4M3FNUZ = 26; // 4 exponent bits, 3 mantissa bits, finite-only, + // with NaN. + DT_FLOAT8_E4M3B11FNUZ = 27; // 4 exponent bits, 3 mantissa bits, 11 bits + // bias, finite-only, with NaNs. + DT_FLOAT8_E5M2FNUZ = 28; // 5 exponent bits, 2 mantissa bits, finite-only, + // with NaN. + DT_INT4 = 29; DT_UINT4 = 30; + DT_INT2 = 31; + DT_UINT2 = 32; // Do not use! These are only for TF1's obsolete reference Variables. // Every enum above should have a corresponding value below (verified by @@ -78,12 +83,14 @@ enum DataType { DT_UINT64_REF = 123; DT_FLOAT8_E5M2_REF = 124; DT_FLOAT8_E4M3FN_REF = 125; - // TODO - b/299182407: Leaving room for remaining float8 types. - // DT_FLOAT8_E4M3FNUZ_REF = 126; - // DT_FLOAT8_E4M3B11FNUZ_REF = 127; - // DT_FLOAT8_E5M2FNUZ_REF = 128; + + DT_FLOAT8_E4M3FNUZ_REF = 126; + DT_FLOAT8_E4M3B11FNUZ_REF = 127; + DT_FLOAT8_E5M2FNUZ_REF = 128; DT_INT4_REF = 129; DT_UINT4_REF = 130; + DT_INT2_REF = 131; + DT_UINT2_REF = 132; } // LINT.ThenChange( // https://www.tensorflow.org/code/tensorflow/c/tf_datatype.h, diff --git a/components/alibi-explain-server/poetry.lock b/components/alibi-explain-server/poetry.lock index 187889f8d7..126d8e1cb2 100644 --- a/components/alibi-explain-server/poetry.lock +++ b/components/alibi-explain-server/poetry.lock @@ -1,162 +1,457 @@ +# This file is automatically @generated by Poetry 2.1.2 and 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+python-versions = ">=3.12.0,<3.13" +content-hash = "0d78c2bb24b72b31f040bb54f85dd985cbd23f3fecc55631486ffed30d06d334" diff --git a/components/alibi-explain-server/pyproject.toml b/components/alibi-explain-server/pyproject.toml index f61410872c..a35b0c26cc 100644 --- a/components/alibi-explain-server/pyproject.toml +++ b/components/alibi-explain-server/pyproject.toml @@ -1,39 +1,53 @@ [tool.poetry] name = "alibiexplainer" -version = "1.18.0" +version = "1.19.0-dev" description = "Model Explanation Server" authors = ["Seldon Technologies Ltd. "] license = "Business Source License 1.1" [tool.poetry.dependencies] -python = ">=3.8,<3.11" -alibi = {version = "^0.9.4", extras = ["shap"]} -numpy = "*" -tensorflow = "^2.12.0" -scikit-learn = "1.0.2" +python = ">=3.12.0,<3.13" +alibi = {version = "^0.9.6", extras = ["shap"]} +numpy = "1.26.4" +tensorflow = "2.17.1" +scikit-learn = "1.7.2" xgboost = "1.5.2" -lightgbm = "3.3.2" +lightgbm = "^4.6.0" +thinc="8.2.5" +safetensors="0.6.2" +pywavelets="1.9.0" +transformers = "^4.53.0" +catboost = "^1.2.8" +tf-keras = "2.17.0" -catboost = "^1.0" -tornado = "^6.1" -protobuf = "^3.17.3" +tornado = "6.5.2" +protobuf = "4.25.8" joblib = "1.2.0" +requests = "^2.32.5" +urllib3 = "^2.5.0" +jinja2 = "^3.1.6" +werkzeug = "^3.1.3" +pillow = "^10.4.0" +certifi = "^2024.7.4" +fonttools = "^4.43.0" +idna = "^3.7" +pydantic = "^1.10.13" +tqdm = "^4.66.3" -werkzeug = "^2.1.1" -pillow = "^9.0.1" - -[tool.poetry.dev-dependencies] -pytest = "^6.2.4" +[tool.poetry.group.dev.dependencies] +pytest = "8.4.2" pytest-tornasync = "^0.6.0" -mypy = "^0.910" -grpcio-tools = "1.31.0" -mypy-protobuf = "1.22" -pip-licenses = "^3.5.2" -black = "22.12.0" -isort = "5.9.0" +mypy = "1.18.2" +grpcio-tools = "1.62.3" +mypy-protobuf = "3.5.0" +pip-licenses = "5.5.0" +black = "25.9.0" +isort = "7.0.0" types-requests = "2.26.0" -gsutil = "5.5" +google-cloud-storage = "3.4.1" +gcsfs = "2025.9.0" requests-mock = "1.9.3" +pip-audit = "*" [build-system] requires = ["poetry-core>=1.0.0"] diff --git a/components/alibi-explain-server/requirements-apis.txt b/components/alibi-explain-server/requirements-apis.txt index 6e9e06c57e..f93d2c02bc 100644 --- a/components/alibi-explain-server/requirements-apis.txt +++ b/components/alibi-explain-server/requirements-apis.txt @@ -1,2 +1,2 @@ -grpcio-tools==1.31.0 -mypy-protobuf==1.22 +grpcio-tools==1.62.3 +mypy-protobuf==3.5.0 \ No newline at end of file diff --git a/components/alibi-explain-server/tests/make_test_models.py b/components/alibi-explain-server/tests/make_test_models.py index ade19ca9e8..1b823d3c3c 100644 --- a/components/alibi-explain-server/tests/make_test_models.py +++ b/components/alibi-explain-server/tests/make_test_models.py @@ -18,15 +18,40 @@ from sklearn.preprocessing import OneHotEncoder, StandardScaler from sklearn.svm import SVC +from tensorflow.keras.models import load_model +from tensorflow.keras.layers import Layer +from tensorflow.keras.utils import custom_object_scope + +# TensorFlowOpLayer was removed from Keras 3 +class TensorFlowOpLayer(Layer): + def __init__(self, node_def=None, constants=None, **kwargs): + super().__init__(**kwargs) + self.node_def = node_def or {} + self.constants = constants or {} + self.op_type = self.node_def.get("op", None) + + def call(self, inputs): + # in the resnet32 model, a Mean operation was used over the inputs + if self.op_type == "Mean": + axes = self.constants.get("1", [1, 2]) + keepdims = False + attr = self.node_def.get("attr", {}) + if "keep_dims" in attr and "b" in attr["keep_dims"]: + keepdims = attr["keep_dims"]["b"] + return tf.reduce_mean(inputs, axis=axes, keepdims=keepdims) + return inputs def make_anchor_image(dirname: Optional[Path] = None) -> AnchorImage: url = "https://storage.googleapis.com/seldon-models/alibi-detect/classifier/" path_model = os.path.join(url, "cifar10", "resnet32", "model.h5") - save_path = tf.keras.utils.get_file("resnet32", path_model) - model = tf.keras.models.load_model(save_path) + save_path = tf.keras.utils.get_file("resnet32.h5", path_model) - # we drop the first batch dimension because AnchorImage expects a single image - image_shape = model.get_layer(index=0).input_shape[0][1:] + # register TensorFlowOpLayer during loading for backwards compatibility + with custom_object_scope({"TensorFlowOpLayer": TensorFlowOpLayer}): + model = load_model(save_path, compile=False) + + # drop the first batch dimension because AnchorImage expects a single image + image_shape = model.input_shape[1:] # (1,32,32,3) -> (32,32,3) alibi_model = AnchorImage(predictor=model.predict, image_shape=image_shape) diff --git a/components/alibi-explain-server/tests/test_anchor_images.py b/components/alibi-explain-server/tests/test_anchor_images.py index 25149471fe..94baa4d6b1 100644 --- a/components/alibi-explain-server/tests/test_anchor_images.py +++ b/components/alibi-explain-server/tests/test_anchor_images.py @@ -21,7 +21,7 @@ import json import numpy as np -import tensorflow as tf +from keras.datasets import cifar10 from alibiexplainer.anchor_images import AnchorImages @@ -32,7 +32,7 @@ def test_cifar10_images(): # pylint: disable-msg=too-many-locals alibi_model = make_anchor_image() anchor_images = AnchorImages(alibi_model) - _, test = tf.keras.datasets.cifar10.load_data() + _, test = cifar10.load_data() X_test, _ = test X_test = X_test.astype("float32") / 255 idx = 12 diff --git a/components/alibi-explain-server/tests/test_integrated_gradients.py b/components/alibi-explain-server/tests/test_integrated_gradients.py index e7574a00cf..d3cade3b76 100644 --- a/components/alibi-explain-server/tests/test_integrated_gradients.py +++ b/components/alibi-explain-server/tests/test_integrated_gradients.py @@ -7,7 +7,7 @@ from alibiexplainer.integrated_gradients import IntegratedGradients -from .utils import download_from_gs +from .utils import download_from_gcs IMDB_KERAS_MODEL_URI = "gs://seldon-models/keras/imdb/*" KERAS_MODEL_FILENAME = "model.h5" @@ -16,7 +16,7 @@ def test_integrated_gradients(): with tempfile.TemporaryDirectory() as model_dir: - download_from_gs(IMDB_KERAS_MODEL_URI, model_dir) + download_from_gcs(IMDB_KERAS_MODEL_URI, model_dir) keras_model_path = os.path.join(model_dir, KERAS_MODEL_FILENAME) keras_model = keras.models.load_model(keras_model_path) integrated_gradients = IntegratedGradients(keras_model, layer=1) diff --git a/components/alibi-explain-server/tests/utils.py b/components/alibi-explain-server/tests/utils.py index c99ac14446..eca741a35f 100644 --- a/components/alibi-explain-server/tests/utils.py +++ b/components/alibi-explain-server/tests/utils.py @@ -1,17 +1,37 @@ import logging import os import tempfile -from typing import Dict, Iterable, List, Union +from typing import List, Union import joblib import numpy as np +import gcsfs JOBLIB_FILE = "model.joblib" logger = logging.getLogger(__name__) -def download_from_gs(gs_uri: str, dirname: str) -> None: - os.system(f"gsutil cp -r {gs_uri} {dirname}") +def download_from_gcs(gcs_uri: str, dirname: str) -> None: + # Parse model_uri to extract the prefix (folder path) + # e.g. gs://seldon-models/sklearn/iris-0.23.2/lr_model/* + bucket, prefix = gcs_uri[5:].split("/", 1) + prefix = prefix.rstrip("*").rstrip("/") # strip trailing /* if present + + fs = gcsfs.GCSFileSystem(token="anon") # public / anonymous access + + files = fs.find(f"{bucket}/{prefix}") + for path in files: + if path.endswith("/"): + continue # skip directory placeholders + + # Compute local destination preserving relative folder structure + rel_path = os.path.relpath(path, f"{bucket}/{prefix}") + local_path = os.path.join(dirname, rel_path) + + os.makedirs(os.path.dirname(local_path), exist_ok=True) + + with fs.open(path, "rb") as src, open(local_path, "wb") as dst: + dst.write(src.read()) class SKLearnServer: @@ -27,7 +47,7 @@ def __init__(self, model_uri: str = None, method: str = "predict_proba"): def load(self): logger.info("load") with tempfile.TemporaryDirectory() as model_dir: - download_from_gs(self.model_uri, model_dir) + download_from_gcs(self.model_uri, model_dir) model_file = os.path.join(model_dir, JOBLIB_FILE) logger.info(f"model file: {model_file}") self._joblib = joblib.load(model_file) From 0cf5d455d0761b6ed9a7850507f3ee4caafcb0ab Mon Sep 17 00:00:00 2001 From: Viktor Taskov Date: Thu, 6 Nov 2025 16:12:40 +0000 Subject: [PATCH 09/27] alibi-explain-server: fix mypy and run make fmt and make lint --- components/alibi-explain-server/Makefile | 2 +- .../alibi-explain-server/alibiexplainer/anchor_text.py | 2 +- .../alibiexplainer/explainer_wrapper.py | 8 +++++--- .../alibiexplainer/integrated_gradients.py | 2 +- components/alibi-explain-server/alibiexplainer/utils.py | 2 +- components/alibi-explain-server/poetry.lock | 2 +- components/alibi-explain-server/pyproject.toml | 1 - components/alibi-explain-server/tests/__init__.py | 1 - components/alibi-explain-server/tests/make_test_models.py | 7 ++++--- components/alibi-explain-server/tests/utils.py | 6 +++--- 10 files changed, 17 insertions(+), 16 deletions(-) diff --git a/components/alibi-explain-server/Makefile b/components/alibi-explain-server/Makefile index b9ad3d81da..a9c31ae656 100644 --- a/components/alibi-explain-server/Makefile +++ b/components/alibi-explain-server/Makefile @@ -36,7 +36,7 @@ test: #type_check poetry run pytest -v -W ignore type_check: - mypy --ignore-missing-imports alibiexplainer --exclude proto + mypy --ignore-missing-imports --check-untyped-defs alibiexplainer --exclude proto lint: type_check isort --profile black --check . --skip proto --skip .eggs --skip .tox diff --git a/components/alibi-explain-server/alibiexplainer/anchor_text.py b/components/alibi-explain-server/alibiexplainer/anchor_text.py index 4c4592ed29..2bf697089f 100644 --- a/components/alibi-explain-server/alibiexplainer/anchor_text.py +++ b/components/alibi-explain-server/alibiexplainer/anchor_text.py @@ -43,7 +43,7 @@ def __init__( predict_fn: Callable, explainer: Optional[alibi.explainers.AnchorText], spacy_language_model: str = "en_core_web_md", - **kwargs + **kwargs, ): self.predict_fn = predict_fn if EXPLAIN_RANDOM_SEED == "True" and str(EXPLAIN_RANDOM_SEED_VALUE).isdigit(): diff --git a/components/alibi-explain-server/alibiexplainer/explainer_wrapper.py b/components/alibi-explain-server/alibiexplainer/explainer_wrapper.py index 0341c8da17..70736e51c5 100644 --- a/components/alibi-explain-server/alibiexplainer/explainer_wrapper.py +++ b/components/alibi-explain-server/alibiexplainer/explainer_wrapper.py @@ -18,12 +18,14 @@ # and since modified # -from typing import Dict, List, Optional +from typing import Any, List, Optional + +from alibi.api.interfaces import Explanation class ExplainerWrapper(object): - def validate(self, training_data_url: Optional[str]): + def validate(self, training_data_url: Optional[str]) -> Optional[Any]: pass - def explain(self, inputs: List) -> Dict: + def explain(self, inputs: List) -> Explanation: pass diff --git a/components/alibi-explain-server/alibiexplainer/integrated_gradients.py b/components/alibi-explain-server/alibiexplainer/integrated_gradients.py index 82c347e250..082e6a6732 100644 --- a/components/alibi-explain-server/alibiexplainer/integrated_gradients.py +++ b/components/alibi-explain-server/alibiexplainer/integrated_gradients.py @@ -20,7 +20,7 @@ def __init__( internal_batch_size: int = 100, method: str = "gausslegendre", layer: Optional[int] = None, - **kwargs + **kwargs, ): if keras_model is None: raise Exception("Integrated Gradients requires a Keras model") diff --git a/components/alibi-explain-server/alibiexplainer/utils.py b/components/alibi-explain-server/alibiexplainer/utils.py index fdea9c1f33..336e6294f0 100644 --- a/components/alibi-explain-server/alibiexplainer/utils.py +++ b/components/alibi-explain-server/alibiexplainer/utils.py @@ -75,7 +75,7 @@ def construct_predict_fn( predictor_host: str, model_name: str, protocol: Protocol = Protocol.seldon_grpc, - tf_data_type: str = None, + tf_data_type: Optional[str] = None, ) -> Callable: def _predict_fn(arr: Union[np.ndarray, List]) -> np.ndarray: # type: ignore if type(arr) == list: diff --git a/components/alibi-explain-server/poetry.lock b/components/alibi-explain-server/poetry.lock index 126d8e1cb2..574186302b 100644 --- a/components/alibi-explain-server/poetry.lock +++ b/components/alibi-explain-server/poetry.lock @@ -5688,4 +5688,4 @@ propcache = ">=0.2.1" [metadata] lock-version = "2.1" python-versions = ">=3.12.0,<3.13" -content-hash = "0d78c2bb24b72b31f040bb54f85dd985cbd23f3fecc55631486ffed30d06d334" +content-hash = "bb68186c4a6e5e7114ad813a3bb39365971404c278b25bf70b7a98bd159d34e4" diff --git a/components/alibi-explain-server/pyproject.toml b/components/alibi-explain-server/pyproject.toml index a35b0c26cc..f598d142d3 100644 --- a/components/alibi-explain-server/pyproject.toml +++ b/components/alibi-explain-server/pyproject.toml @@ -44,7 +44,6 @@ pip-licenses = "5.5.0" black = "25.9.0" isort = "7.0.0" types-requests = "2.26.0" -google-cloud-storage = "3.4.1" gcsfs = "2025.9.0" requests-mock = "1.9.3" pip-audit = "*" diff --git a/components/alibi-explain-server/tests/__init__.py b/components/alibi-explain-server/tests/__init__.py index 139597f9cb..8b13789179 100644 --- a/components/alibi-explain-server/tests/__init__.py +++ b/components/alibi-explain-server/tests/__init__.py @@ -1,2 +1 @@ - diff --git a/components/alibi-explain-server/tests/make_test_models.py b/components/alibi-explain-server/tests/make_test_models.py index 1b823d3c3c..4b32109e3c 100644 --- a/components/alibi-explain-server/tests/make_test_models.py +++ b/components/alibi-explain-server/tests/make_test_models.py @@ -17,11 +17,11 @@ from sklearn.pipeline import Pipeline from sklearn.preprocessing import OneHotEncoder, StandardScaler from sklearn.svm import SVC - -from tensorflow.keras.models import load_model from tensorflow.keras.layers import Layer +from tensorflow.keras.models import load_model from tensorflow.keras.utils import custom_object_scope + # TensorFlowOpLayer was removed from Keras 3 class TensorFlowOpLayer(Layer): def __init__(self, node_def=None, constants=None, **kwargs): @@ -41,6 +41,7 @@ def call(self, inputs): return tf.reduce_mean(inputs, axis=axes, keepdims=keepdims) return inputs + def make_anchor_image(dirname: Optional[Path] = None) -> AnchorImage: url = "https://storage.googleapis.com/seldon-models/alibi-detect/classifier/" path_model = os.path.join(url, "cifar10", "resnet32", "model.h5") @@ -51,7 +52,7 @@ def make_anchor_image(dirname: Optional[Path] = None) -> AnchorImage: model = load_model(save_path, compile=False) # drop the first batch dimension because AnchorImage expects a single image - image_shape = model.input_shape[1:] # (1,32,32,3) -> (32,32,3) + image_shape = model.input_shape[1:] # (1,32,32,3) -> (32,32,3) alibi_model = AnchorImage(predictor=model.predict, image_shape=image_shape) diff --git a/components/alibi-explain-server/tests/utils.py b/components/alibi-explain-server/tests/utils.py index eca741a35f..04799e020b 100644 --- a/components/alibi-explain-server/tests/utils.py +++ b/components/alibi-explain-server/tests/utils.py @@ -3,9 +3,9 @@ import tempfile from typing import List, Union +import gcsfs import joblib import numpy as np -import gcsfs JOBLIB_FILE = "model.joblib" logger = logging.getLogger(__name__) @@ -17,12 +17,12 @@ def download_from_gcs(gcs_uri: str, dirname: str) -> None: bucket, prefix = gcs_uri[5:].split("/", 1) prefix = prefix.rstrip("*").rstrip("/") # strip trailing /* if present - fs = gcsfs.GCSFileSystem(token="anon") # public / anonymous access + fs = gcsfs.GCSFileSystem(token="anon") # public / anonymous access files = fs.find(f"{bucket}/{prefix}") for path in files: if path.endswith("/"): - continue # skip directory placeholders + continue # skip directory placeholders # Compute local destination preserving relative folder structure rel_path = os.path.relpath(path, f"{bucket}/{prefix}") From b74aabd0067a3262b60132a865c8d6350fcec495 Mon Sep 17 00:00:00 2001 From: Viktor Taskov Date: Thu, 6 Nov 2025 17:24:19 +0000 Subject: [PATCH 10/27] wrappers:s2i:python - fix several vulnerabilities in Dockerfile.conda but raises image size from 370 to 415 MB --- wrappers/s2i/python/Dockerfile.conda | 7 +++++++ 1 file changed, 7 insertions(+) diff --git a/wrappers/s2i/python/Dockerfile.conda b/wrappers/s2i/python/Dockerfile.conda index 2ef02f25f6..54c902c1d1 100644 --- a/wrappers/s2i/python/Dockerfile.conda +++ b/wrappers/s2i/python/Dockerfile.conda @@ -22,7 +22,10 @@ RUN wget https://github.com/conda-forge/miniforge/releases/download/${MINIFORGE_ /bin/bash ~/miniforge.sh -b -p /opt/conda && \ rm ~/miniforge.sh && \ /opt/conda/bin/conda init bash && \ + /opt/conda/bin/conda install -c conda-forge "brotli>=1.2.0,<1.3.0" "h2>=4.3.0,<4.4.0" -y && \ + /opt/conda/bin/pip install "pip>=25.3,<26.0" && \ /opt/conda/bin/conda clean -afy && \ + rm -rf /opt/conda/pkgs && \ find /opt/conda -type f -name '*.a' -delete && \ find /opt/conda -type f -name '*.pyc' -delete && \ find /opt/conda -type f -name '*.js.map' -delete && \ @@ -31,6 +34,10 @@ RUN wget https://github.com/conda-forge/miniforge/releases/download/${MINIFORGE_ echo "conda activate base" >> ~/.bashrc && \ chgrp -R root /opt/conda && chmod -R g+rw /opt/conda +RUN PIP_WHEEL_DIR=/opt/conda/lib/python3.12/ensurepip/_bundled && \ + /opt/conda/bin/pip wheel pip==25.3.0 --wheel-dir $PIP_WHEEL_DIR && \ + rm -f $PIP_WHEEL_DIR/pip-25.0.1-py3-none-any.whl + ENV TINI_VERSION v0.16.1 ADD https://github.com/krallin/tini/releases/download/${TINI_VERSION}/tini /usr/bin/tini RUN chmod +x /usr/bin/tini From fec447c6f656f103f2c5f9ae46863aa7c0ae9562 Mon Sep 17 00:00:00 2001 From: Viktor Taskov Date: Fri, 7 Nov 2025 13:28:12 +0000 Subject: [PATCH 11/27] wrappers:s2i:python - replace the ensurepip package in conda env with patched version of pip --- wrappers/s2i/python/Dockerfile.conda | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/wrappers/s2i/python/Dockerfile.conda b/wrappers/s2i/python/Dockerfile.conda index 54c902c1d1..2a59ec3e8f 100644 --- a/wrappers/s2i/python/Dockerfile.conda +++ b/wrappers/s2i/python/Dockerfile.conda @@ -17,6 +17,8 @@ RUN wget -O certifi-python-certifi.tar.gz \ https://github.com/certifi/python-certifi/archive/master.tar.gz # Install Miniforge (BSD-3-Clause) +# Fix vulnerabilities for brotli and h2 +# Fix vulnerability in pip(9CVE-2025-8869) ARG MINIFORGE_VERSION RUN wget https://github.com/conda-forge/miniforge/releases/download/${MINIFORGE_VERSION}/Miniforge3-${MINIFORGE_VERSION}-Linux-x86_64.sh -O ~/miniforge.sh && \ /bin/bash ~/miniforge.sh -b -p /opt/conda && \ @@ -34,8 +36,9 @@ RUN wget https://github.com/conda-forge/miniforge/releases/download/${MINIFORGE_ echo "conda activate base" >> ~/.bashrc && \ chgrp -R root /opt/conda && chmod -R g+rw /opt/conda +# Replace conda's python ensurepip with correct version RUN PIP_WHEEL_DIR=/opt/conda/lib/python3.12/ensurepip/_bundled && \ - /opt/conda/bin/pip wheel pip==25.3.0 --wheel-dir $PIP_WHEEL_DIR && \ + /opt/conda/bin/pip wheel "pip==25.3.0" "setuptools>=75.0.0,<76.0.0" "wheel>=0.44.0,<0.45.0" --wheel-dir $PIP_WHEEL_DIR && \ rm -f $PIP_WHEEL_DIR/pip-25.0.1-py3-none-any.whl ENV TINI_VERSION v0.16.1 From 329e5ad5dd618b069451367dc9b1f9c6f7ae2e02 Mon Sep 17 00:00:00 2001 From: Viktor Taskov Date: Fri, 7 Nov 2025 13:29:12 +0000 Subject: [PATCH 12/27] alibi-explain-server - install poetry with conda pip, replace pip within poetry with patched version of pip due to High cve --- components/alibi-explain-server/Dockerfile | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/components/alibi-explain-server/Dockerfile b/components/alibi-explain-server/Dockerfile index ec50e77bc3..093f0257a8 100644 --- a/components/alibi-explain-server/Dockerfile +++ b/components/alibi-explain-server/Dockerfile @@ -25,7 +25,11 @@ WORKDIR /microservice # Install Poetry ENV POETRY_HOME /microservice/.poetry -RUN curl -sSL https://install.python-poetry.org | python3 - --version 2.1.2 +RUN /opt/conda/bin/pip install --no-cache-dir "poetry==2.1.2" + +# Replace vulnerable pip wheel embedded inside virtualenv(CVE-2025-8869) +RUN find /opt/conda/lib/python3.12/site-packages/virtualenv/seed/wheels/embed/ -name "pip-*.whl" -delete && \ + /opt/conda/bin/pip wheel pip==25.3.0 --wheel-dir /opt/conda/lib/python3.12/site-packages/virtualenv/seed/wheels/embed/ ENV PATH "$POETRY_HOME/bin:$PATH" ENV POETRY_VIRTUALENVS_CREATE false From 6c6d342b9e40a7078946ada990605949dc688db9 Mon Sep 17 00:00:00 2001 From: Viktor Taskov Date: Mon, 10 Nov 2025 17:58:09 +0000 Subject: [PATCH 13/27] Upgrade tensorflow from 2.17.1 to 2.18.1 because of upgrade of protobuf from 4.X to 5.X - e2e tests are failing due to depending on MLServer 1.7.X depending on higher protobuf version --- python/licenses/license.txt | 16 +- python/licenses/license_info.csv | 12 +- python/licenses/license_info.no_versions.csv | 2 +- python/requirements-dev.txt | 2 +- python/seldon_core/proto/prediction_pb2.py | 32 +- .../seldon_core/proto/prediction_pb2_grpc.py | 333 ++++++++++++++---- .../core/framework/resource_handle_pb2.py | 16 +- .../tensorflow/core/framework/tensor_pb2.py | 36 +- .../core/framework/tensor_shape_pb2.py | 16 +- .../tensorflow/core/framework/types_pb2.py | 16 +- python/setup.py | 4 +- 11 files changed, 366 insertions(+), 119 deletions(-) diff --git a/python/licenses/license.txt b/python/licenses/license.txt index 4d6e2a1418..0b05798496 100644 --- a/python/licenses/license.txt +++ b/python/licenses/license.txt @@ -97,7 +97,7 @@ SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. Markdown -3.9 +3.10 BSD-3-Clause BSD 3-Clause License @@ -3137,9 +3137,9 @@ FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. -ml-dtypes -0.4.1 -Apache Software License +ml_dtypes +0.5.3 +Apache-2.0 Apache License Version 2.0, January 2004 @@ -4992,7 +4992,7 @@ Apache-2.0 AND BSD-2-Clause protobuf -4.25.8 +5.29.0 3-Clause BSD License Copyright 2008 Google Inc. All rights reserved. @@ -5392,7 +5392,7 @@ CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. tensorboard -2.17.1 +2.18.0 Apache Software License # TensorBoard License @@ -5969,7 +5969,7 @@ Apache Software License UNKNOWN tensorflow -2.17.1 +2.18.1 Apache Software License Apache License @@ -6728,7 +6728,7 @@ SOFTWARE. wrapt -2.0.0 +2.0.1 Copyright (c) 2013-2025, Graham Dumpleton All rights reserved. diff --git a/python/licenses/license_info.csv b/python/licenses/license_info.csv index 16ff7ebca6..351c1f2a1b 100644 --- a/python/licenses/license_info.csv +++ b/python/licenses/license_info.csv @@ -2,7 +2,7 @@ "Flask","3.1.2","BSD-3-Clause" "Flask-OpenTracing","2.0.0","BSD License" "Jinja2","3.1.6","BSD License" -"Markdown","3.9","BSD-3-Clause" +"Markdown","3.10","BSD-3-Clause" "MarkupSafe","3.0.3","BSD-3-Clause" "PyYAML","6.0.3","MIT License" "Pygments","2.19.2","BSD License" @@ -34,7 +34,7 @@ "libclang","18.1.1","Apache Software License" "markdown-it-py","4.0.0","MIT License" "mdurl","0.1.2","MIT License" -"ml-dtypes","0.4.1","Apache Software License" +"ml_dtypes","0.5.3","Apache-2.0" "namex","0.1.0","UNKNOWN" "numpy","1.26.4","BSD License" "opentracing","2.4.0","Apache Software License" @@ -42,7 +42,7 @@ "optree","0.17.0","Apache-2.0" "packaging","25.0","Apache Software License; BSD License" "prometheus_client","0.23.1","Apache-2.0 AND BSD-2-Clause" -"protobuf","4.25.8","3-Clause BSD License" +"protobuf","5.29.0","3-Clause BSD License" "pycparser","2.23","BSD License" "referencing","0.37.0","MIT" "requests","2.32.5","Apache Software License" @@ -50,16 +50,16 @@ "rpds-py","0.28.0","MIT" "seldon-core","1.19.0.dev0","Business Source License 1.1" "six","1.17.0","MIT License" -"tensorboard","2.17.1","Apache Software License" +"tensorboard","2.18.0","Apache Software License" "tensorboard-data-server","0.7.2","Apache Software License" -"tensorflow","2.17.1","Apache Software License" +"tensorflow","2.18.1","Apache Software License" "termcolor","3.2.0","MIT" "threadloop","1.0.2","MIT License" "thrift","0.22.0","Apache License 2.0" "tornado","6.5.2","Apache Software License" "typing_extensions","4.15.0","PSF-2.0" "urllib3","2.5.0","MIT" -"wrapt","2.0.0","Copyright (c) 2013-2025, Graham Dumpleton +"wrapt","2.0.1","Copyright (c) 2013-2025, Graham Dumpleton All rights reserved. Redistribution and use in source and binary forms, with or without diff --git a/python/licenses/license_info.no_versions.csv b/python/licenses/license_info.no_versions.csv index dd1e90fe11..7d267ebf41 100644 --- a/python/licenses/license_info.no_versions.csv +++ b/python/licenses/license_info.no_versions.csv @@ -34,7 +34,7 @@ "libclang","Apache Software License" "markdown-it-py","MIT License" "mdurl","MIT License" -"ml-dtypes","Apache Software License" +"ml_dtypes","Apache-2.0" "namex","UNKNOWN" "numpy","BSD License" "opentracing","Apache Software License" diff --git a/python/requirements-dev.txt b/python/requirements-dev.txt index fa2b191d9b..3d507902da 100644 --- a/python/requirements-dev.txt +++ b/python/requirements-dev.txt @@ -22,6 +22,6 @@ pip-licenses==5.5.0 # Fetch OSS licenses # === Data & ML Related (for test_gen etc.) === pandas==2.3.3 # Modern release; requires numpy>=1.23 pillow==10.4.0 # Stable, supports Python 3.10+ -grpcio-tools==1.62.3 # Prebuilt wheels for all py3.10+ +grpcio-tools==1.70.0 # Prebuilt wheels for all py3.10+ conda==3.5.0 pip-audit==2.9.0 \ No newline at end of file diff --git a/python/seldon_core/proto/prediction_pb2.py b/python/seldon_core/proto/prediction_pb2.py index 1300b0178c..bec47b6f7c 100644 --- a/python/seldon_core/proto/prediction_pb2.py +++ b/python/seldon_core/proto/prediction_pb2.py @@ -1,12 +1,22 @@ # -*- coding: utf-8 -*- # Generated by the protocol buffer compiler. DO NOT EDIT! +# NO CHECKED-IN PROTOBUF GENCODE # source: proto/prediction.proto -# Protobuf Python Version: 4.25.1 +# Protobuf Python Version: 5.29.0 """Generated protocol buffer code.""" from google.protobuf import descriptor as _descriptor from google.protobuf import descriptor_pool as _descriptor_pool +from google.protobuf import runtime_version as _runtime_version from google.protobuf import symbol_database as _symbol_database from google.protobuf.internal import builder as _builder +_runtime_version.ValidateProtobufRuntimeVersion( + _runtime_version.Domain.PUBLIC, + 5, + 29, + 0, + '', + 'proto/prediction.proto' +) # @@protoc_insertion_point(imports) _sym_db = _symbol_database.Default() @@ -23,24 +33,24 @@ _globals = globals() _builder.BuildMessageAndEnumDescriptors(DESCRIPTOR, _globals) _builder.BuildTopDescriptorsAndMessages(DESCRIPTOR, 'proto.prediction_pb2', _globals) -if _descriptor._USE_C_DESCRIPTORS == False: - _globals['DESCRIPTOR']._options = None +if not _descriptor._USE_C_DESCRIPTORS: + _globals['DESCRIPTOR']._loaded_options = None _globals['DESCRIPTOR']._serialized_options = b'\n\020io.seldon.protosB\020PredictionProtosZBgithub.com/seldonio/seldon-core/incubating/wrappers/s2i/go/pkg/api' - _globals['_TENSOR'].fields_by_name['shape']._options = None + _globals['_TENSOR'].fields_by_name['shape']._loaded_options = None _globals['_TENSOR'].fields_by_name['shape']._serialized_options = b'\020\001' - _globals['_TENSOR'].fields_by_name['values']._options = None + _globals['_TENSOR'].fields_by_name['values']._loaded_options = None _globals['_TENSOR'].fields_by_name['values']._serialized_options = b'\020\001' - _globals['_META_TAGSENTRY']._options = None + _globals['_META_TAGSENTRY']._loaded_options = None _globals['_META_TAGSENTRY']._serialized_options = b'8\001' - _globals['_META_ROUTINGENTRY']._options = None + _globals['_META_ROUTINGENTRY']._loaded_options = None _globals['_META_ROUTINGENTRY']._serialized_options = b'8\001' - _globals['_META_REQUESTPATHENTRY']._options = None + _globals['_META_REQUESTPATHENTRY']._loaded_options = None _globals['_META_REQUESTPATHENTRY']._serialized_options = b'8\001' - _globals['_METRIC_TAGSENTRY']._options = None + _globals['_METRIC_TAGSENTRY']._loaded_options = None _globals['_METRIC_TAGSENTRY']._serialized_options = b'8\001' - _globals['_SELDONMODELMETADATA_CUSTOMENTRY']._options = None + _globals['_SELDONMODELMETADATA_CUSTOMENTRY']._loaded_options = None _globals['_SELDONMODELMETADATA_CUSTOMENTRY']._serialized_options = b'8\001' - _globals['_SELDONGRAPHMETADATA_MODELSENTRY']._options = None + _globals['_SELDONGRAPHMETADATA_MODELSENTRY']._loaded_options = None _globals['_SELDONGRAPHMETADATA_MODELSENTRY']._serialized_options = b'8\001' _globals['_SELDONMESSAGE']._serialized_start=168 _globals['_SELDONMESSAGE']._serialized_end=441 diff --git a/python/seldon_core/proto/prediction_pb2_grpc.py b/python/seldon_core/proto/prediction_pb2_grpc.py index c9426183d1..32eb8fd749 100644 --- a/python/seldon_core/proto/prediction_pb2_grpc.py +++ b/python/seldon_core/proto/prediction_pb2_grpc.py @@ -1,10 +1,30 @@ # Generated by the gRPC Python protocol compiler plugin. DO NOT EDIT! """Client and server classes corresponding to protobuf-defined services.""" import grpc +import warnings from google.protobuf import empty_pb2 as google_dot_protobuf_dot_empty__pb2 from seldon_core.proto import prediction_pb2 as proto_dot_prediction__pb2 +GRPC_GENERATED_VERSION = '1.70.0' +GRPC_VERSION = grpc.__version__ +_version_not_supported = False + +try: + from grpc._utilities import first_version_is_lower + _version_not_supported = first_version_is_lower(GRPC_VERSION, GRPC_GENERATED_VERSION) +except ImportError: + _version_not_supported = True + +if _version_not_supported: + raise RuntimeError( + f'The grpc package installed is at version {GRPC_VERSION},' + + f' but the generated code in proto/prediction_pb2_grpc.py depends on' + + f' grpcio>={GRPC_GENERATED_VERSION}.' + + f' Please upgrade your grpc module to grpcio>={GRPC_GENERATED_VERSION}' + + f' or downgrade your generated code using grpcio-tools<={GRPC_VERSION}.' + ) + class GenericStub(object): """[END Messages] @@ -23,27 +43,27 @@ def __init__(self, channel): '/seldon.protos.Generic/TransformInput', request_serializer=proto_dot_prediction__pb2.SeldonMessage.SerializeToString, response_deserializer=proto_dot_prediction__pb2.SeldonMessage.FromString, - ) + _registered_method=True) self.TransformOutput = channel.unary_unary( '/seldon.protos.Generic/TransformOutput', request_serializer=proto_dot_prediction__pb2.SeldonMessage.SerializeToString, response_deserializer=proto_dot_prediction__pb2.SeldonMessage.FromString, - ) + _registered_method=True) self.Route = channel.unary_unary( '/seldon.protos.Generic/Route', request_serializer=proto_dot_prediction__pb2.SeldonMessage.SerializeToString, response_deserializer=proto_dot_prediction__pb2.SeldonMessage.FromString, - ) + _registered_method=True) self.Aggregate = channel.unary_unary( '/seldon.protos.Generic/Aggregate', request_serializer=proto_dot_prediction__pb2.SeldonMessageList.SerializeToString, response_deserializer=proto_dot_prediction__pb2.SeldonMessage.FromString, - ) + _registered_method=True) self.SendFeedback = channel.unary_unary( '/seldon.protos.Generic/SendFeedback', request_serializer=proto_dot_prediction__pb2.Feedback.SerializeToString, response_deserializer=proto_dot_prediction__pb2.SeldonMessage.FromString, - ) + _registered_method=True) class GenericServicer(object): @@ -115,6 +135,7 @@ def add_GenericServicer_to_server(servicer, server): generic_handler = grpc.method_handlers_generic_handler( 'seldon.protos.Generic', rpc_method_handlers) server.add_generic_rpc_handlers((generic_handler,)) + server.add_registered_method_handlers('seldon.protos.Generic', rpc_method_handlers) # This class is part of an EXPERIMENTAL API. @@ -136,11 +157,21 @@ def TransformInput(request, wait_for_ready=None, timeout=None, metadata=None): - return grpc.experimental.unary_unary(request, target, '/seldon.protos.Generic/TransformInput', + return grpc.experimental.unary_unary( + request, + target, + '/seldon.protos.Generic/TransformInput', proto_dot_prediction__pb2.SeldonMessage.SerializeToString, proto_dot_prediction__pb2.SeldonMessage.FromString, - options, channel_credentials, - insecure, call_credentials, compression, wait_for_ready, timeout, metadata) + options, + channel_credentials, + insecure, + call_credentials, + compression, + wait_for_ready, + timeout, + metadata, + _registered_method=True) @staticmethod def TransformOutput(request, @@ -153,11 +184,21 @@ def TransformOutput(request, wait_for_ready=None, timeout=None, metadata=None): - return grpc.experimental.unary_unary(request, target, '/seldon.protos.Generic/TransformOutput', + return grpc.experimental.unary_unary( + request, + target, + '/seldon.protos.Generic/TransformOutput', proto_dot_prediction__pb2.SeldonMessage.SerializeToString, proto_dot_prediction__pb2.SeldonMessage.FromString, - options, channel_credentials, - insecure, call_credentials, compression, wait_for_ready, timeout, metadata) + options, + channel_credentials, + insecure, + call_credentials, + compression, + wait_for_ready, + timeout, + metadata, + _registered_method=True) @staticmethod def Route(request, @@ -170,11 +211,21 @@ def Route(request, wait_for_ready=None, timeout=None, metadata=None): - return grpc.experimental.unary_unary(request, target, '/seldon.protos.Generic/Route', + return grpc.experimental.unary_unary( + request, + target, + '/seldon.protos.Generic/Route', proto_dot_prediction__pb2.SeldonMessage.SerializeToString, proto_dot_prediction__pb2.SeldonMessage.FromString, - options, channel_credentials, - insecure, call_credentials, compression, wait_for_ready, timeout, metadata) + options, + channel_credentials, + insecure, + call_credentials, + compression, + wait_for_ready, + timeout, + metadata, + _registered_method=True) @staticmethod def Aggregate(request, @@ -187,11 +238,21 @@ def Aggregate(request, wait_for_ready=None, timeout=None, metadata=None): - return grpc.experimental.unary_unary(request, target, '/seldon.protos.Generic/Aggregate', + return grpc.experimental.unary_unary( + request, + target, + '/seldon.protos.Generic/Aggregate', proto_dot_prediction__pb2.SeldonMessageList.SerializeToString, proto_dot_prediction__pb2.SeldonMessage.FromString, - options, channel_credentials, - insecure, call_credentials, compression, wait_for_ready, timeout, metadata) + options, + channel_credentials, + insecure, + call_credentials, + compression, + wait_for_ready, + timeout, + metadata, + _registered_method=True) @staticmethod def SendFeedback(request, @@ -204,11 +265,21 @@ def SendFeedback(request, wait_for_ready=None, timeout=None, metadata=None): - return grpc.experimental.unary_unary(request, target, '/seldon.protos.Generic/SendFeedback', + return grpc.experimental.unary_unary( + request, + target, + '/seldon.protos.Generic/SendFeedback', proto_dot_prediction__pb2.Feedback.SerializeToString, proto_dot_prediction__pb2.SeldonMessage.FromString, - options, channel_credentials, - insecure, call_credentials, compression, wait_for_ready, timeout, metadata) + options, + channel_credentials, + insecure, + call_credentials, + compression, + wait_for_ready, + timeout, + metadata, + _registered_method=True) class ModelStub(object): @@ -224,17 +295,17 @@ def __init__(self, channel): '/seldon.protos.Model/Predict', request_serializer=proto_dot_prediction__pb2.SeldonMessage.SerializeToString, response_deserializer=proto_dot_prediction__pb2.SeldonMessage.FromString, - ) + _registered_method=True) self.SendFeedback = channel.unary_unary( '/seldon.protos.Model/SendFeedback', request_serializer=proto_dot_prediction__pb2.Feedback.SerializeToString, response_deserializer=proto_dot_prediction__pb2.SeldonMessage.FromString, - ) + _registered_method=True) self.Metadata = channel.unary_unary( '/seldon.protos.Model/Metadata', request_serializer=google_dot_protobuf_dot_empty__pb2.Empty.SerializeToString, response_deserializer=proto_dot_prediction__pb2.SeldonModelMetadata.FromString, - ) + _registered_method=True) class ModelServicer(object): @@ -280,6 +351,7 @@ def add_ModelServicer_to_server(servicer, server): generic_handler = grpc.method_handlers_generic_handler( 'seldon.protos.Model', rpc_method_handlers) server.add_generic_rpc_handlers((generic_handler,)) + server.add_registered_method_handlers('seldon.protos.Model', rpc_method_handlers) # This class is part of an EXPERIMENTAL API. @@ -297,11 +369,21 @@ def Predict(request, wait_for_ready=None, timeout=None, metadata=None): - return grpc.experimental.unary_unary(request, target, '/seldon.protos.Model/Predict', + return grpc.experimental.unary_unary( + request, + target, + '/seldon.protos.Model/Predict', proto_dot_prediction__pb2.SeldonMessage.SerializeToString, proto_dot_prediction__pb2.SeldonMessage.FromString, - options, channel_credentials, - insecure, call_credentials, compression, wait_for_ready, timeout, metadata) + options, + channel_credentials, + insecure, + call_credentials, + compression, + wait_for_ready, + timeout, + metadata, + _registered_method=True) @staticmethod def SendFeedback(request, @@ -314,11 +396,21 @@ def SendFeedback(request, wait_for_ready=None, timeout=None, metadata=None): - return grpc.experimental.unary_unary(request, target, '/seldon.protos.Model/SendFeedback', + return grpc.experimental.unary_unary( + request, + target, + '/seldon.protos.Model/SendFeedback', proto_dot_prediction__pb2.Feedback.SerializeToString, proto_dot_prediction__pb2.SeldonMessage.FromString, - options, channel_credentials, - insecure, call_credentials, compression, wait_for_ready, timeout, metadata) + options, + channel_credentials, + insecure, + call_credentials, + compression, + wait_for_ready, + timeout, + metadata, + _registered_method=True) @staticmethod def Metadata(request, @@ -331,11 +423,21 @@ def Metadata(request, wait_for_ready=None, timeout=None, metadata=None): - return grpc.experimental.unary_unary(request, target, '/seldon.protos.Model/Metadata', + return grpc.experimental.unary_unary( + request, + target, + '/seldon.protos.Model/Metadata', google_dot_protobuf_dot_empty__pb2.Empty.SerializeToString, proto_dot_prediction__pb2.SeldonModelMetadata.FromString, - options, channel_credentials, - insecure, call_credentials, compression, wait_for_ready, timeout, metadata) + options, + channel_credentials, + insecure, + call_credentials, + compression, + wait_for_ready, + timeout, + metadata, + _registered_method=True) class RouterStub(object): @@ -351,12 +453,12 @@ def __init__(self, channel): '/seldon.protos.Router/Route', request_serializer=proto_dot_prediction__pb2.SeldonMessage.SerializeToString, response_deserializer=proto_dot_prediction__pb2.SeldonMessage.FromString, - ) + _registered_method=True) self.SendFeedback = channel.unary_unary( '/seldon.protos.Router/SendFeedback', request_serializer=proto_dot_prediction__pb2.Feedback.SerializeToString, response_deserializer=proto_dot_prediction__pb2.SeldonMessage.FromString, - ) + _registered_method=True) class RouterServicer(object): @@ -391,6 +493,7 @@ def add_RouterServicer_to_server(servicer, server): generic_handler = grpc.method_handlers_generic_handler( 'seldon.protos.Router', rpc_method_handlers) server.add_generic_rpc_handlers((generic_handler,)) + server.add_registered_method_handlers('seldon.protos.Router', rpc_method_handlers) # This class is part of an EXPERIMENTAL API. @@ -408,11 +511,21 @@ def Route(request, wait_for_ready=None, timeout=None, metadata=None): - return grpc.experimental.unary_unary(request, target, '/seldon.protos.Router/Route', + return grpc.experimental.unary_unary( + request, + target, + '/seldon.protos.Router/Route', proto_dot_prediction__pb2.SeldonMessage.SerializeToString, proto_dot_prediction__pb2.SeldonMessage.FromString, - options, channel_credentials, - insecure, call_credentials, compression, wait_for_ready, timeout, metadata) + options, + channel_credentials, + insecure, + call_credentials, + compression, + wait_for_ready, + timeout, + metadata, + _registered_method=True) @staticmethod def SendFeedback(request, @@ -425,11 +538,21 @@ def SendFeedback(request, wait_for_ready=None, timeout=None, metadata=None): - return grpc.experimental.unary_unary(request, target, '/seldon.protos.Router/SendFeedback', + return grpc.experimental.unary_unary( + request, + target, + '/seldon.protos.Router/SendFeedback', proto_dot_prediction__pb2.Feedback.SerializeToString, proto_dot_prediction__pb2.SeldonMessage.FromString, - options, channel_credentials, - insecure, call_credentials, compression, wait_for_ready, timeout, metadata) + options, + channel_credentials, + insecure, + call_credentials, + compression, + wait_for_ready, + timeout, + metadata, + _registered_method=True) class TransformerStub(object): @@ -445,7 +568,7 @@ def __init__(self, channel): '/seldon.protos.Transformer/TransformInput', request_serializer=proto_dot_prediction__pb2.SeldonMessage.SerializeToString, response_deserializer=proto_dot_prediction__pb2.SeldonMessage.FromString, - ) + _registered_method=True) class TransformerServicer(object): @@ -469,6 +592,7 @@ def add_TransformerServicer_to_server(servicer, server): generic_handler = grpc.method_handlers_generic_handler( 'seldon.protos.Transformer', rpc_method_handlers) server.add_generic_rpc_handlers((generic_handler,)) + server.add_registered_method_handlers('seldon.protos.Transformer', rpc_method_handlers) # This class is part of an EXPERIMENTAL API. @@ -486,11 +610,21 @@ def TransformInput(request, wait_for_ready=None, timeout=None, metadata=None): - return grpc.experimental.unary_unary(request, target, '/seldon.protos.Transformer/TransformInput', + return grpc.experimental.unary_unary( + request, + target, + '/seldon.protos.Transformer/TransformInput', proto_dot_prediction__pb2.SeldonMessage.SerializeToString, proto_dot_prediction__pb2.SeldonMessage.FromString, - options, channel_credentials, - insecure, call_credentials, compression, wait_for_ready, timeout, metadata) + options, + channel_credentials, + insecure, + call_credentials, + compression, + wait_for_ready, + timeout, + metadata, + _registered_method=True) class OutputTransformerStub(object): @@ -506,7 +640,7 @@ def __init__(self, channel): '/seldon.protos.OutputTransformer/TransformOutput', request_serializer=proto_dot_prediction__pb2.SeldonMessage.SerializeToString, response_deserializer=proto_dot_prediction__pb2.SeldonMessage.FromString, - ) + _registered_method=True) class OutputTransformerServicer(object): @@ -530,6 +664,7 @@ def add_OutputTransformerServicer_to_server(servicer, server): generic_handler = grpc.method_handlers_generic_handler( 'seldon.protos.OutputTransformer', rpc_method_handlers) server.add_generic_rpc_handlers((generic_handler,)) + server.add_registered_method_handlers('seldon.protos.OutputTransformer', rpc_method_handlers) # This class is part of an EXPERIMENTAL API. @@ -547,11 +682,21 @@ def TransformOutput(request, wait_for_ready=None, timeout=None, metadata=None): - return grpc.experimental.unary_unary(request, target, '/seldon.protos.OutputTransformer/TransformOutput', + return grpc.experimental.unary_unary( + request, + target, + '/seldon.protos.OutputTransformer/TransformOutput', proto_dot_prediction__pb2.SeldonMessage.SerializeToString, proto_dot_prediction__pb2.SeldonMessage.FromString, - options, channel_credentials, - insecure, call_credentials, compression, wait_for_ready, timeout, metadata) + options, + channel_credentials, + insecure, + call_credentials, + compression, + wait_for_ready, + timeout, + metadata, + _registered_method=True) class CombinerStub(object): @@ -567,7 +712,7 @@ def __init__(self, channel): '/seldon.protos.Combiner/Aggregate', request_serializer=proto_dot_prediction__pb2.SeldonMessageList.SerializeToString, response_deserializer=proto_dot_prediction__pb2.SeldonMessage.FromString, - ) + _registered_method=True) class CombinerServicer(object): @@ -591,6 +736,7 @@ def add_CombinerServicer_to_server(servicer, server): generic_handler = grpc.method_handlers_generic_handler( 'seldon.protos.Combiner', rpc_method_handlers) server.add_generic_rpc_handlers((generic_handler,)) + server.add_registered_method_handlers('seldon.protos.Combiner', rpc_method_handlers) # This class is part of an EXPERIMENTAL API. @@ -608,11 +754,21 @@ def Aggregate(request, wait_for_ready=None, timeout=None, metadata=None): - return grpc.experimental.unary_unary(request, target, '/seldon.protos.Combiner/Aggregate', + return grpc.experimental.unary_unary( + request, + target, + '/seldon.protos.Combiner/Aggregate', proto_dot_prediction__pb2.SeldonMessageList.SerializeToString, proto_dot_prediction__pb2.SeldonMessage.FromString, - options, channel_credentials, - insecure, call_credentials, compression, wait_for_ready, timeout, metadata) + options, + channel_credentials, + insecure, + call_credentials, + compression, + wait_for_ready, + timeout, + metadata, + _registered_method=True) class SeldonStub(object): @@ -628,22 +784,22 @@ def __init__(self, channel): '/seldon.protos.Seldon/Predict', request_serializer=proto_dot_prediction__pb2.SeldonMessage.SerializeToString, response_deserializer=proto_dot_prediction__pb2.SeldonMessage.FromString, - ) + _registered_method=True) self.SendFeedback = channel.unary_unary( '/seldon.protos.Seldon/SendFeedback', request_serializer=proto_dot_prediction__pb2.Feedback.SerializeToString, response_deserializer=proto_dot_prediction__pb2.SeldonMessage.FromString, - ) + _registered_method=True) self.ModelMetadata = channel.unary_unary( '/seldon.protos.Seldon/ModelMetadata', request_serializer=proto_dot_prediction__pb2.SeldonModelMetadataRequest.SerializeToString, response_deserializer=proto_dot_prediction__pb2.SeldonModelMetadata.FromString, - ) + _registered_method=True) self.GraphMetadata = channel.unary_unary( '/seldon.protos.Seldon/GraphMetadata', request_serializer=google_dot_protobuf_dot_empty__pb2.Empty.SerializeToString, response_deserializer=proto_dot_prediction__pb2.SeldonGraphMetadata.FromString, - ) + _registered_method=True) class SeldonServicer(object): @@ -700,6 +856,7 @@ def add_SeldonServicer_to_server(servicer, server): generic_handler = grpc.method_handlers_generic_handler( 'seldon.protos.Seldon', rpc_method_handlers) server.add_generic_rpc_handlers((generic_handler,)) + server.add_registered_method_handlers('seldon.protos.Seldon', rpc_method_handlers) # This class is part of an EXPERIMENTAL API. @@ -717,11 +874,21 @@ def Predict(request, wait_for_ready=None, timeout=None, metadata=None): - return grpc.experimental.unary_unary(request, target, '/seldon.protos.Seldon/Predict', + return grpc.experimental.unary_unary( + request, + target, + '/seldon.protos.Seldon/Predict', proto_dot_prediction__pb2.SeldonMessage.SerializeToString, proto_dot_prediction__pb2.SeldonMessage.FromString, - options, channel_credentials, - insecure, call_credentials, compression, wait_for_ready, timeout, metadata) + options, + channel_credentials, + insecure, + call_credentials, + compression, + wait_for_ready, + timeout, + metadata, + _registered_method=True) @staticmethod def SendFeedback(request, @@ -734,11 +901,21 @@ def SendFeedback(request, wait_for_ready=None, timeout=None, metadata=None): - return grpc.experimental.unary_unary(request, target, '/seldon.protos.Seldon/SendFeedback', + return grpc.experimental.unary_unary( + request, + target, + '/seldon.protos.Seldon/SendFeedback', proto_dot_prediction__pb2.Feedback.SerializeToString, proto_dot_prediction__pb2.SeldonMessage.FromString, - options, channel_credentials, - insecure, call_credentials, compression, wait_for_ready, timeout, metadata) + options, + channel_credentials, + insecure, + call_credentials, + compression, + wait_for_ready, + timeout, + metadata, + _registered_method=True) @staticmethod def ModelMetadata(request, @@ -751,11 +928,21 @@ def ModelMetadata(request, wait_for_ready=None, timeout=None, metadata=None): - return grpc.experimental.unary_unary(request, target, '/seldon.protos.Seldon/ModelMetadata', + return grpc.experimental.unary_unary( + request, + target, + '/seldon.protos.Seldon/ModelMetadata', proto_dot_prediction__pb2.SeldonModelMetadataRequest.SerializeToString, proto_dot_prediction__pb2.SeldonModelMetadata.FromString, - options, channel_credentials, - insecure, call_credentials, compression, wait_for_ready, timeout, metadata) + options, + channel_credentials, + insecure, + call_credentials, + compression, + wait_for_ready, + timeout, + metadata, + _registered_method=True) @staticmethod def GraphMetadata(request, @@ -768,8 +955,18 @@ def GraphMetadata(request, wait_for_ready=None, timeout=None, metadata=None): - return grpc.experimental.unary_unary(request, target, '/seldon.protos.Seldon/GraphMetadata', + return grpc.experimental.unary_unary( + request, + target, + '/seldon.protos.Seldon/GraphMetadata', google_dot_protobuf_dot_empty__pb2.Empty.SerializeToString, proto_dot_prediction__pb2.SeldonGraphMetadata.FromString, - options, channel_credentials, - insecure, call_credentials, compression, wait_for_ready, timeout, metadata) + options, + channel_credentials, + insecure, + call_credentials, + compression, + wait_for_ready, + timeout, + metadata, + _registered_method=True) diff --git a/python/seldon_core/proto/tensorflow/core/framework/resource_handle_pb2.py b/python/seldon_core/proto/tensorflow/core/framework/resource_handle_pb2.py index 9c50533e3a..db7652cd1e 100644 --- a/python/seldon_core/proto/tensorflow/core/framework/resource_handle_pb2.py +++ b/python/seldon_core/proto/tensorflow/core/framework/resource_handle_pb2.py @@ -1,12 +1,22 @@ # -*- coding: utf-8 -*- # Generated by the protocol buffer compiler. DO NOT EDIT! +# NO CHECKED-IN PROTOBUF GENCODE # source: tensorflow/core/framework/resource_handle.proto -# Protobuf Python Version: 4.25.1 +# Protobuf Python Version: 5.29.0 """Generated protocol buffer code.""" from google.protobuf import descriptor as _descriptor from google.protobuf import descriptor_pool as _descriptor_pool +from google.protobuf import runtime_version as _runtime_version from google.protobuf import symbol_database as _symbol_database from google.protobuf.internal import builder as _builder +_runtime_version.ValidateProtobufRuntimeVersion( + _runtime_version.Domain.PUBLIC, + 5, + 29, + 0, + '', + 'tensorflow/core/framework/resource_handle.proto' +) # @@protoc_insertion_point(imports) _sym_db = _symbol_database.Default() @@ -21,8 +31,8 @@ _globals = globals() _builder.BuildMessageAndEnumDescriptors(DESCRIPTOR, _globals) _builder.BuildTopDescriptorsAndMessages(DESCRIPTOR, 'tensorflow.core.framework.resource_handle_pb2', _globals) -if _descriptor._USE_C_DESCRIPTORS == False: - _globals['DESCRIPTOR']._options = None +if not _descriptor._USE_C_DESCRIPTORS: + _globals['DESCRIPTOR']._loaded_options = None _globals['DESCRIPTOR']._serialized_options = b'\n\030org.tensorflow.frameworkB\016ResourceHandleP\001ZVgithub.com/tensorflow/tensorflow/tensorflow/go/core/framework/resource_handle_go_proto\370\001\001' _globals['_RESOURCEHANDLEPROTO']._serialized_start=149 _globals['_RESOURCEHANDLEPROTO']._serialized_end=442 diff --git a/python/seldon_core/proto/tensorflow/core/framework/tensor_pb2.py b/python/seldon_core/proto/tensorflow/core/framework/tensor_pb2.py index 3ef49fbb5e..4ef1a940a4 100644 --- a/python/seldon_core/proto/tensorflow/core/framework/tensor_pb2.py +++ b/python/seldon_core/proto/tensorflow/core/framework/tensor_pb2.py @@ -1,12 +1,22 @@ # -*- coding: utf-8 -*- # Generated by the protocol buffer compiler. DO NOT EDIT! +# NO CHECKED-IN PROTOBUF GENCODE # source: tensorflow/core/framework/tensor.proto -# Protobuf Python Version: 4.25.1 +# Protobuf Python Version: 5.29.0 """Generated protocol buffer code.""" from google.protobuf import descriptor as _descriptor from google.protobuf import descriptor_pool as _descriptor_pool +from google.protobuf import runtime_version as _runtime_version from google.protobuf import symbol_database as _symbol_database from google.protobuf.internal import builder as _builder +_runtime_version.ValidateProtobufRuntimeVersion( + _runtime_version.Domain.PUBLIC, + 5, + 29, + 0, + '', + 'tensorflow/core/framework/tensor.proto' +) # @@protoc_insertion_point(imports) _sym_db = _symbol_database.Default() @@ -22,28 +32,28 @@ _globals = globals() _builder.BuildMessageAndEnumDescriptors(DESCRIPTOR, _globals) _builder.BuildTopDescriptorsAndMessages(DESCRIPTOR, 'tensorflow.core.framework.tensor_pb2', _globals) -if _descriptor._USE_C_DESCRIPTORS == False: - _globals['DESCRIPTOR']._options = None +if not _descriptor._USE_C_DESCRIPTORS: + _globals['DESCRIPTOR']._loaded_options = None _globals['DESCRIPTOR']._serialized_options = b'\n\030org.tensorflow.frameworkB\014TensorProtosP\001ZMgithub.com/tensorflow/tensorflow/tensorflow/go/core/framework/tensor_go_proto\370\001\001' - _globals['_TENSORPROTO'].fields_by_name['half_val']._options = None + _globals['_TENSORPROTO'].fields_by_name['half_val']._loaded_options = None _globals['_TENSORPROTO'].fields_by_name['half_val']._serialized_options = b'\020\001' - _globals['_TENSORPROTO'].fields_by_name['float_val']._options = None + _globals['_TENSORPROTO'].fields_by_name['float_val']._loaded_options = None _globals['_TENSORPROTO'].fields_by_name['float_val']._serialized_options = b'\020\001' - _globals['_TENSORPROTO'].fields_by_name['double_val']._options = None + _globals['_TENSORPROTO'].fields_by_name['double_val']._loaded_options = None _globals['_TENSORPROTO'].fields_by_name['double_val']._serialized_options = b'\020\001' - _globals['_TENSORPROTO'].fields_by_name['int_val']._options = None + _globals['_TENSORPROTO'].fields_by_name['int_val']._loaded_options = None _globals['_TENSORPROTO'].fields_by_name['int_val']._serialized_options = b'\020\001' - _globals['_TENSORPROTO'].fields_by_name['scomplex_val']._options = None + _globals['_TENSORPROTO'].fields_by_name['scomplex_val']._loaded_options = None _globals['_TENSORPROTO'].fields_by_name['scomplex_val']._serialized_options = b'\020\001' - _globals['_TENSORPROTO'].fields_by_name['int64_val']._options = None + _globals['_TENSORPROTO'].fields_by_name['int64_val']._loaded_options = None _globals['_TENSORPROTO'].fields_by_name['int64_val']._serialized_options = b'\020\001' - _globals['_TENSORPROTO'].fields_by_name['bool_val']._options = None + _globals['_TENSORPROTO'].fields_by_name['bool_val']._loaded_options = None _globals['_TENSORPROTO'].fields_by_name['bool_val']._serialized_options = b'\020\001' - _globals['_TENSORPROTO'].fields_by_name['dcomplex_val']._options = None + _globals['_TENSORPROTO'].fields_by_name['dcomplex_val']._loaded_options = None _globals['_TENSORPROTO'].fields_by_name['dcomplex_val']._serialized_options = b'\020\001' - _globals['_TENSORPROTO'].fields_by_name['uint32_val']._options = None + _globals['_TENSORPROTO'].fields_by_name['uint32_val']._loaded_options = None _globals['_TENSORPROTO'].fields_by_name['uint32_val']._serialized_options = b'\020\001' - _globals['_TENSORPROTO'].fields_by_name['uint64_val']._options = None + _globals['_TENSORPROTO'].fields_by_name['uint64_val']._loaded_options = None _globals['_TENSORPROTO'].fields_by_name['uint64_val']._serialized_options = b'\020\001' _globals['_TENSORPROTO']._serialized_start=189 _globals['_TENSORPROTO']._serialized_end=733 diff --git a/python/seldon_core/proto/tensorflow/core/framework/tensor_shape_pb2.py b/python/seldon_core/proto/tensorflow/core/framework/tensor_shape_pb2.py index f2c3cfed3d..4ee886b8c6 100644 --- a/python/seldon_core/proto/tensorflow/core/framework/tensor_shape_pb2.py +++ b/python/seldon_core/proto/tensorflow/core/framework/tensor_shape_pb2.py @@ -1,12 +1,22 @@ # -*- coding: utf-8 -*- # Generated by the protocol buffer compiler. DO NOT EDIT! +# NO CHECKED-IN PROTOBUF GENCODE # source: tensorflow/core/framework/tensor_shape.proto -# Protobuf Python Version: 4.25.1 +# Protobuf Python Version: 5.29.0 """Generated protocol buffer code.""" from google.protobuf import descriptor as _descriptor from google.protobuf import descriptor_pool as _descriptor_pool +from google.protobuf import runtime_version as _runtime_version from google.protobuf import symbol_database as _symbol_database from google.protobuf.internal import builder as _builder +_runtime_version.ValidateProtobufRuntimeVersion( + _runtime_version.Domain.PUBLIC, + 5, + 29, + 0, + '', + 'tensorflow/core/framework/tensor_shape.proto' +) # @@protoc_insertion_point(imports) _sym_db = _symbol_database.Default() @@ -19,8 +29,8 @@ _globals = globals() _builder.BuildMessageAndEnumDescriptors(DESCRIPTOR, _globals) _builder.BuildTopDescriptorsAndMessages(DESCRIPTOR, 'tensorflow.core.framework.tensor_shape_pb2', _globals) -if _descriptor._USE_C_DESCRIPTORS == False: - _globals['DESCRIPTOR']._options = None +if not _descriptor._USE_C_DESCRIPTORS: + _globals['DESCRIPTOR']._loaded_options = None _globals['DESCRIPTOR']._serialized_options = b'\n\030org.tensorflow.frameworkB\021TensorShapeProtosP\001ZSgithub.com/tensorflow/tensorflow/tensorflow/go/core/framework/tensor_shape_go_proto\370\001\001' _globals['_TENSORSHAPEPROTO']._serialized_start=60 _globals['_TENSORSHAPEPROTO']._serialized_end=182 diff --git a/python/seldon_core/proto/tensorflow/core/framework/types_pb2.py b/python/seldon_core/proto/tensorflow/core/framework/types_pb2.py index a32b40c86f..a6418010a2 100644 --- a/python/seldon_core/proto/tensorflow/core/framework/types_pb2.py +++ b/python/seldon_core/proto/tensorflow/core/framework/types_pb2.py @@ -1,12 +1,22 @@ # -*- coding: utf-8 -*- # Generated by the protocol buffer compiler. DO NOT EDIT! +# NO CHECKED-IN PROTOBUF GENCODE # source: tensorflow/core/framework/types.proto -# Protobuf Python Version: 4.25.1 +# Protobuf Python Version: 5.29.0 """Generated protocol buffer code.""" from google.protobuf import descriptor as _descriptor from google.protobuf import descriptor_pool as _descriptor_pool +from google.protobuf import runtime_version as _runtime_version from google.protobuf import symbol_database as _symbol_database from google.protobuf.internal import builder as _builder +_runtime_version.ValidateProtobufRuntimeVersion( + _runtime_version.Domain.PUBLIC, + 5, + 29, + 0, + '', + 'tensorflow/core/framework/types.proto' +) # @@protoc_insertion_point(imports) _sym_db = _symbol_database.Default() @@ -19,8 +29,8 @@ _globals = globals() _builder.BuildMessageAndEnumDescriptors(DESCRIPTOR, _globals) _builder.BuildTopDescriptorsAndMessages(DESCRIPTOR, 'tensorflow.core.framework.types_pb2', _globals) -if _descriptor._USE_C_DESCRIPTORS == False: - _globals['DESCRIPTOR']._options = None +if not _descriptor._USE_C_DESCRIPTORS: + _globals['DESCRIPTOR']._loaded_options = None _globals['DESCRIPTOR']._serialized_options = b'\n\030org.tensorflow.frameworkB\013TypesProtosP\001ZLgithub.com/tensorflow/tensorflow/tensorflow/go/core/framework/types_go_proto\370\001\001' _globals['_DATATYPE']._serialized_start=113 _globals['_DATATYPE']._serialized_end=1306 diff --git a/python/setup.py b/python/setup.py index 664043809b..d0d34104ab 100644 --- a/python/setup.py +++ b/python/setup.py @@ -4,7 +4,7 @@ from setuptools import find_packages, setup # Extra dependencies, with special 'all' key -extras = {"tensorflow": ["tensorflow==2.17.1"]} +extras = {"tensorflow": ["tensorflow==2.18.1"]} all_extra_deps = chain.from_iterable(extras.values()) extras["all"] = list(set(all_extra_deps)) @@ -26,7 +26,7 @@ "flask-cors>=6.0.1", "requests>=2.32.5", "numpy>=1.26.4, <2.0.0", - "protobuf==4.25.8", + "protobuf==5.29.0", "grpcio>=1.76.0", "flask-opentracing>=2.0.0", "opentracing>=2.4.0", # latest release is from Nov 2020 From f35ff5249a8fce5e1ab9614e91935c8e184dc669 Mon Sep 17 00:00:00 2001 From: Antanina Vertsinskaya Date: Tue, 11 Nov 2025 11:29:39 +0000 Subject: [PATCH 14/27] Upgrade xgboost to 1.7.6 so it's easy to install on macOS as well --- components/alibi-explain-server/poetry.lock | 18 ++++++++++-------- components/alibi-explain-server/pyproject.toml | 2 +- 2 files changed, 11 insertions(+), 9 deletions(-) diff --git a/components/alibi-explain-server/poetry.lock b/components/alibi-explain-server/poetry.lock index 574186302b..e4cce4352c 100644 --- a/components/alibi-explain-server/poetry.lock +++ b/components/alibi-explain-server/poetry.lock @@ -5516,17 +5516,18 @@ dev = ["pytest", "setuptools"] [[package]] name = "xgboost" -version = "1.5.2" +version = "1.7.6" description = "XGBoost Python Package" optional = false -python-versions = ">=3.6" +python-versions = ">=3.8" groups = ["main"] files = [ - {file = 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-content-hash = "bb68186c4a6e5e7114ad813a3bb39365971404c278b25bf70b7a98bd159d34e4" +content-hash = "744aa14b5ef232c34431227a1317d9f4d1f9d2f1259e16b905f525521941ac12" diff --git a/components/alibi-explain-server/pyproject.toml b/components/alibi-explain-server/pyproject.toml index f598d142d3..873d9627f0 100644 --- a/components/alibi-explain-server/pyproject.toml +++ b/components/alibi-explain-server/pyproject.toml @@ -11,7 +11,7 @@ alibi = {version = "^0.9.6", extras = ["shap"]} numpy = "1.26.4" tensorflow = "2.17.1" scikit-learn = "1.7.2" -xgboost = "1.5.2" +xgboost = "1.7.6" lightgbm = "^4.6.0" thinc="8.2.5" safetensors="0.6.2" From d29c3dfd5c1a9a6784dd2f50663c238632b253de Mon Sep 17 00:00:00 2001 From: Antanina Vertsinskaya Date: Tue, 11 Nov 2025 12:33:27 +0000 Subject: [PATCH 15/27] Upgrade tf, tf-keras, protobuf, grpcio-tools in alibi-explain server --- components/alibi-explain-server/Makefile | 4 +- components/alibi-explain-server/poetry.lock | 197 +++++++++--------- 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"sha256:ebf744519b322afead33086a2aba872245473294affd40973694f3eb7c7ad77d"}, ] [package.dependencies] -tensorflow = ">=2.17,<2.18" +tensorflow = ">=2.18,<2.19" [[package]] name = "thinc" @@ -5690,4 +5697,4 @@ propcache = ">=0.2.1" [metadata] lock-version = "2.1" python-versions = ">=3.12.0,<3.13" -content-hash = "744aa14b5ef232c34431227a1317d9f4d1f9d2f1259e16b905f525521941ac12" +content-hash = "019db17c926e7df442427a7eb0b55d9d542f14d1fe0894ac5b9e64f364b8420d" diff --git a/components/alibi-explain-server/pyproject.toml b/components/alibi-explain-server/pyproject.toml index 873d9627f0..3885f531f0 100644 --- a/components/alibi-explain-server/pyproject.toml +++ b/components/alibi-explain-server/pyproject.toml @@ -9,7 +9,7 @@ license = "Business Source License 1.1" python = ">=3.12.0,<3.13" alibi = {version = "^0.9.6", extras = ["shap"]} numpy = "1.26.4" -tensorflow = "2.17.1" +tensorflow = "2.18.1" scikit-learn = "1.7.2" xgboost = "1.7.6" lightgbm = "^4.6.0" @@ -18,10 +18,10 @@ safetensors="0.6.2" pywavelets="1.9.0" transformers = "^4.53.0" catboost = "^1.2.8" -tf-keras = "2.17.0" +tf-keras = "2.18.0" tornado = "6.5.2" -protobuf = "4.25.8" +protobuf = "5.29.1" joblib = "1.2.0" requests = "^2.32.5" urllib3 = "^2.5.0" @@ -38,7 +38,7 @@ tqdm = "^4.66.3" pytest = "8.4.2" pytest-tornasync = "^0.6.0" mypy = "1.18.2" -grpcio-tools = "1.62.3" +grpcio-tools = "1.70.0" mypy-protobuf = "3.5.0" pip-licenses = "5.5.0" black = "25.9.0" From 58293788439e296c4a7a09c461eda753240a1eea Mon Sep 17 00:00:00 2001 From: Antanina Vertsinskaya Date: Tue, 11 Nov 2025 12:40:17 +0000 Subject: [PATCH 16/27] Temporaryly remove failing commands n testing/scripts/Makefile --- testing/scripts/Makefile | 2 -- 1 file changed, 2 deletions(-) diff --git a/testing/scripts/Makefile b/testing/scripts/Makefile index 5128f0e2f2..c521d70ef1 100644 --- a/testing/scripts/Makefile +++ b/testing/scripts/Makefile @@ -25,13 +25,11 @@ kind_build_test_models: make -C ../../examples/models/testing run_kind_load_all make -C ../docker/fixed-model kind_load_images make -C ../docker/echo-model kind_load_image - make -C ../docker/mock-preprocessor kind_load_image .PHONY: kind_build_prepackaged kind_build_prepackaged: cd ../../servers/sklearnserver && make kind-load cd ../../servers/xgboostserver && make kind-load - cd ../../servers/mlflowserver && make kind-load cd ../../servers/tfserving_proxy && make kind-load .PHONY: kind_build_alibi_explain From c0990d578283834303f267c6751404d1d892ffe3 Mon Sep 17 00:00:00 2001 From: Antanina Vertsinskaya Date: Tue, 11 Nov 2025 12:42:51 +0000 Subject: [PATCH 17/27] Upgrade mlserver and grpcio-tools in the testing/scripts/dev_requirements.txt --- testing/scripts/dev_requirements.txt | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/testing/scripts/dev_requirements.txt b/testing/scripts/dev_requirements.txt index 8a46047340..a1ae1ac711 100644 --- a/testing/scripts/dev_requirements.txt +++ b/testing/scripts/dev_requirements.txt @@ -19,7 +19,7 @@ Jinja2==3.1.6 coverage==7.11.0 # Required to build mock test images -mlserver==1.7.0 +mlserver==1.7.1 # Required to build protos -grpcio-tools==1.62.3 \ No newline at end of file +grpcio-tools==1.70.0 \ No newline at end of file From 6e5f5afc72f07def1427ac09a0be79c616446f18 Mon Sep 17 00:00:00 2001 From: Antanina Vertsinskaya Date: Tue, 11 Nov 2025 12:44:22 +0000 Subject: [PATCH 18/27] Upgrade tensorflow in the testing/scripts dev_requirements --- testing/scripts/dev_requirements.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/testing/scripts/dev_requirements.txt b/testing/scripts/dev_requirements.txt index a1ae1ac711..26f6087fd2 100644 --- a/testing/scripts/dev_requirements.txt +++ b/testing/scripts/dev_requirements.txt @@ -11,7 +11,7 @@ nbconvert==7.16.6 alibi==0.9.6 shap==0.49.1 matplotlib==3.10.7 -tensorflow==2.17.1 +tensorflow==2.18.1 tabulate==0.9.0 Jinja2==3.1.6 From a3defe924d653d33cb47b1b423077f72b152485a Mon Sep 17 00:00:00 2001 From: Antanina Vertsinskaya Date: Tue, 11 Nov 2025 13:05:42 +0000 Subject: [PATCH 19/27] Remove building alibi-detect-server for now --- testing/scripts/Makefile | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/testing/scripts/Makefile b/testing/scripts/Makefile index c521d70ef1..43fc8df9d6 100644 --- a/testing/scripts/Makefile +++ b/testing/scripts/Makefile @@ -49,7 +49,7 @@ kind_build_misc: cd ../../components/routers/epsilon-greedy && make kind_load .PHONY: kind_build_images -kind_build_images: build_protos kind_build_operator kind_build_executor kind_build_prepackaged kind_build_alibi_explain kind_build_alibi_detect kind_build_rclone_storage_initializer +kind_build_images: build_protos kind_build_operator kind_build_executor kind_build_prepackaged kind_build_alibi_explain kind_build_rclone_storage_initializer .PHONY: kind_build_test_images kind_build_test_images: kind_build_test_models kind_build_misc From db676ab58574f40abb5c3d31a58a38b355e2288a Mon Sep 17 00:00:00 2001 From: Antanina Vertsinskaya Date: Tue, 11 Nov 2025 13:40:09 +0000 Subject: [PATCH 20/27] Change base image python for few models for tests --- examples/models/mean_classifier/Makefile | 2 +- examples/models/testing/Makefile | 2 +- testing/docker/echo-model/Makefile | 2 +- testing/docker/fixed-model/Makefile | 4 ++-- 4 files changed, 5 insertions(+), 5 deletions(-) diff --git a/examples/models/mean_classifier/Makefile b/examples/models/mean_classifier/Makefile index 91ce2b86c1..8ea3d8637b 100644 --- a/examples/models/mean_classifier/Makefile +++ b/examples/models/mean_classifier/Makefile @@ -7,7 +7,7 @@ KIND_NAME ?= kind build: - s2i build -E environment . seldonio/seldon-core-s2i-python38:${VERSION} ${IMAGE_BASE}:${VERSION} + s2i build -E environment . seldonio/seldon-core-s2i-python312:${VERSION} ${IMAGE_BASE}:${VERSION} push: docker push ${IMAGE_BASE}:${VERSION} diff --git a/examples/models/testing/Makefile b/examples/models/testing/Makefile index 10a9aed6fd..d0b001d083 100644 --- a/examples/models/testing/Makefile +++ b/examples/models/testing/Makefile @@ -6,7 +6,7 @@ IMAGE_BASE=seldonio/${IMAGE_NAME_BASE} KIND_NAME ?= kind build_%: - s2i build -E environment_$* . seldonio/seldon-core-s2i-python38:${VERSION} ${IMAGE_BASE}$*:${VERSION} + s2i build -E environment_$* . seldonio/seldon-core-s2i-python312:${VERSION} ${IMAGE_BASE}$*:${VERSION} push_%: diff --git a/testing/docker/echo-model/Makefile b/testing/docker/echo-model/Makefile index 8bc55d671c..1f2d988273 100644 --- a/testing/docker/echo-model/Makefile +++ b/testing/docker/echo-model/Makefile @@ -7,7 +7,7 @@ build_image: s2i build \ -E environment \ .\ - seldonio/seldon-core-s2i-python38:${VERSION}\ + seldonio/seldon-core-s2i-python312:${VERSION}\ ${IMAGE_BASE}:${VERSION} push_image: diff --git a/testing/docker/fixed-model/Makefile b/testing/docker/fixed-model/Makefile index 0a3c2821db..e1f51d55a4 100644 --- a/testing/docker/fixed-model/Makefile +++ b/testing/docker/fixed-model/Makefile @@ -3,8 +3,8 @@ VERSION := $(shell cat ../../../version.txt) KIND_NAME ?= kind build_images: - s2i build -E environment_v1 . seldonio/seldon-core-s2i-python38:${VERSION} seldonio/fixed-model:0.1 - s2i build -E environment_v2 . seldonio/seldon-core-s2i-python38:${VERSION} seldonio/fixed-model:0.2 + s2i build -E environment_v1 . seldonio/seldon-core-s2i-python312:${VERSION} seldonio/fixed-model:0.1 + s2i build -E environment_v2 . seldonio/seldon-core-s2i-python312:${VERSION} seldonio/fixed-model:0.2 push_images: docker push seldonio/fixed-model:0.1 From 0180bf2692f0aeaf329fabc73bc2386697c6ffe7 Mon Sep 17 00:00:00 2001 From: Antanina Vertsinskaya Date: Tue, 11 Nov 2025 13:51:37 +0000 Subject: [PATCH 21/27] replace seldon-core-s2i-python38 image with python 3.12 for another model --- components/routers/epsilon-greedy/Makefile | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/components/routers/epsilon-greedy/Makefile b/components/routers/epsilon-greedy/Makefile index 92ee7685e1..3f4a7e554a 100644 --- a/components/routers/epsilon-greedy/Makefile +++ b/components/routers/epsilon-greedy/Makefile @@ -3,7 +3,7 @@ IMAGE_NAME=seldonio/mab_epsilon_greedy KIND_NAME ?= kind build: - s2i build . -E environment seldonio/seldon-core-s2i-python38:$(VERSION) $(IMAGE_NAME):$(VERSION) + s2i build . -E environment seldonio/seldon-core-s2i-python312:$(VERSION) $(IMAGE_NAME):$(VERSION) push: docker push $(IMAGE_NAME):$(VERSION) From 3e68c7d8875f76ab1b3d54b2c4e3f376818c1c57 Mon Sep 17 00:00:00 2001 From: Antanina Vertsinskaya Date: Tue, 11 Nov 2025 16:58:45 +0000 Subject: [PATCH 22/27] Fixing nbconvert upgrade --- notebooks/convert.tpl | 19 ------------------- notebooks/templates/convert/conf.json | 3 +++ notebooks/templates/convert/index.j2 | 24 ++++++++++++++++++++++++ testing/scripts/seldon_e2e_utils.py | 2 +- 4 files changed, 28 insertions(+), 20 deletions(-) delete mode 100644 notebooks/convert.tpl create mode 100644 notebooks/templates/convert/conf.json create mode 100644 notebooks/templates/convert/index.j2 diff --git a/notebooks/convert.tpl b/notebooks/convert.tpl deleted file mode 100644 index e8451bdba1..0000000000 --- a/notebooks/convert.tpl +++ /dev/null @@ -1,19 +0,0 @@ -#!/usr/bin/env ipython -import time -{% extends 'python.tpl'%} - -{% block codecell %} -{% if "kubectl rollout status" in super() or "delete" in super() %} -time.sleep(10) -{{ super() }} -time.sleep(5) -{% elif "docker run" in super() %} -{{ super() }} -time.sleep(3) -{% elif "kubectl wait" in super() %} -{{ super() }} -time.sleep(5) -{% else %} -{{ super().replace("'inline'","'agg'") }} -{% endif %} -{% endblock codecell %} \ No newline at end of file diff --git a/notebooks/templates/convert/conf.json b/notebooks/templates/convert/conf.json new file mode 100644 index 0000000000..57ad60af80 --- /dev/null +++ b/notebooks/templates/convert/conf.json @@ -0,0 +1,3 @@ +{ + "base_template": "python" +} diff --git a/notebooks/templates/convert/index.j2 b/notebooks/templates/convert/index.j2 new file mode 100644 index 0000000000..bcfcac7687 --- /dev/null +++ b/notebooks/templates/convert/index.j2 @@ -0,0 +1,24 @@ +{%- extends 'python/index.j2' -%} + +{% block header -%} +#!/usr/bin/env ipython +# coding: utf-8 +import time +{%- endblock header %} + +{% block codecell %} +{% set rendered_cell = super() %} +{% if "kubectl rollout status" in rendered_cell or "delete" in rendered_cell %} +time.sleep(10) +{{ rendered_cell }} +time.sleep(5) +{% elif "docker run" in rendered_cell %} +{{ rendered_cell }} +time.sleep(3) +{% elif "kubectl wait" in rendered_cell %} +{{ rendered_cell }} +time.sleep(5) +{% else %} +{{ rendered_cell.replace("'inline'","'agg'") }} +{% endif %} +{% endblock codecell %} diff --git a/testing/scripts/seldon_e2e_utils.py b/testing/scripts/seldon_e2e_utils.py index 49ed3e8bca..5c6ccd1ff9 100644 --- a/testing/scripts/seldon_e2e_utils.py +++ b/testing/scripts/seldon_e2e_utils.py @@ -644,7 +644,7 @@ def post_comment_in_pr(body, check=False): def create_and_run_script(folder, notebook): run( - f"jupyter nbconvert --template ../../notebooks/convert.tpl --to script {folder}/{notebook}.ipynb", + f"jupyter nbconvert --TemplateExporter.extra_template_basedirs=../../notebooks/templates --template convert --to script {folder}/{notebook}.ipynb", shell=True, check=True, ) From fbda260afd7855bdcb9183072d231fb913c0a70b Mon Sep 17 00:00:00 2001 From: Antanina Vertsinskaya Date: Tue, 11 Nov 2025 17:07:14 +0000 Subject: [PATCH 23/27] Hacky fix for missing get_ipython with new nbconvert --- notebooks/templates/convert/index.j2 | 21 ++++++++++++++++++--- 1 file changed, 18 insertions(+), 3 deletions(-) diff --git a/notebooks/templates/convert/index.j2 b/notebooks/templates/convert/index.j2 index bcfcac7687..542b062f42 100644 --- a/notebooks/templates/convert/index.j2 +++ b/notebooks/templates/convert/index.j2 @@ -1,10 +1,25 @@ {%- extends 'python/index.j2' -%} -{% block header -%} +{% block header %} +{% set base_header = super() %} +{% if "#!/usr/bin/env python" in base_header %} +{{ base_header.replace("/usr/bin/env python", "/usr/bin/env ipython") }} +{% else %} #!/usr/bin/env ipython -# coding: utf-8 +{{ base_header }} +{% endif %} import time -{%- endblock header %} + +try: + get_ipython +except NameError: + from IPython.terminal.interactiveshell import TerminalInteractiveShell + + _nbconvert_shell = TerminalInteractiveShell.instance() + + def get_ipython(): + return _nbconvert_shell +{% endblock header %} {% block codecell %} {% set rendered_cell = super() %} From 26975c3f05eb672ae27f65b65eedc68cbb861e3d Mon Sep 17 00:00:00 2001 From: Antanina Vertsinskaya Date: Tue, 11 Nov 2025 17:13:25 +0000 Subject: [PATCH 24/27] Run notebook with ipython by default --- testing/scripts/seldon_e2e_utils.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/testing/scripts/seldon_e2e_utils.py b/testing/scripts/seldon_e2e_utils.py index 5c6ccd1ff9..dae45bb7c0 100644 --- a/testing/scripts/seldon_e2e_utils.py +++ b/testing/scripts/seldon_e2e_utils.py @@ -651,7 +651,7 @@ def create_and_run_script(folder, notebook): run(f"chmod u+x {folder}/{notebook}.py", shell=True, check=True) try: run( - f"cd {folder} && ./{notebook}.py", + f"cd {folder} && ipython ./{notebook}.py", shell=True, check=True, encoding="utf-8", From 20a34e678f7d36f5e445402772293da68b686da3 Mon Sep 17 00:00:00 2001 From: Antanina Vertsinskaya Date: Wed, 12 Nov 2025 15:29:20 +0000 Subject: [PATCH 25/27] Fixing keda-operator failing pod --- testing/scripts/Makefile | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/testing/scripts/Makefile b/testing/scripts/Makefile index 43fc8df9d6..be4778a368 100644 --- a/testing/scripts/Makefile +++ b/testing/scripts/Makefile @@ -117,7 +117,8 @@ install_istio: .PHONY: install_keda install_keda: - kubectl apply -f https://github.com/kedacore/keda/releases/download/v2.0.0/keda-2.0.0.yaml + kubectl apply -f https://github.com/kedacore/keda/releases/download/v2.12.0/keda-2.12.0.yaml + kubectl wait --timeout=2m --for=condition=available deployment/keda-operator -n keda .PHONY: create_namespaces create_namespaces: From 86f0e7f29c2664e482d82862b341772c1aacaafd Mon Sep 17 00:00:00 2001 From: Antanina Vertsinskaya Date: Wed, 12 Nov 2025 16:08:57 +0000 Subject: [PATCH 26/27] Fix applying keda manifest --- testing/scripts/Makefile | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/testing/scripts/Makefile b/testing/scripts/Makefile index be4778a368..6309c0863c 100644 --- a/testing/scripts/Makefile +++ b/testing/scripts/Makefile @@ -117,7 +117,8 @@ install_istio: .PHONY: install_keda install_keda: - kubectl apply -f https://github.com/kedacore/keda/releases/download/v2.12.0/keda-2.12.0.yaml + # Server-side apply avoids storing the huge CRD manifest in annotations. + kubectl apply --server-side --force-conflicts -f https://github.com/kedacore/keda/releases/download/v2.12.0/keda-2.12.0.yaml kubectl wait --timeout=2m --for=condition=available deployment/keda-operator -n keda .PHONY: create_namespaces From 8cdb56a339e90dbf0d4e1f3fcda29b9f3850ef84 Mon Sep 17 00:00:00 2001 From: Viktor Taskov Date: Thu, 13 Nov 2025 12:12:59 +0000 Subject: [PATCH 27/27] python-sdk: match protobuf version with one in alibi-explain-server --- python/licenses/license.txt | 4 ++-- python/licenses/license_info.csv | 4 ++-- python/setup.py | 2 +- 3 files changed, 5 insertions(+), 5 deletions(-) diff --git a/python/licenses/license.txt b/python/licenses/license.txt index 0b05798496..ff995a4f5b 100644 --- a/python/licenses/license.txt +++ b/python/licenses/license.txt @@ -580,7 +580,7 @@ SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. certifi -2025.10.5 +2025.11.12 Mozilla Public License 2.0 (MPL 2.0) This package contains a modified version of ca-bundle.crt: @@ -4992,7 +4992,7 @@ Apache-2.0 AND BSD-2-Clause protobuf -5.29.0 +5.29.1 3-Clause BSD License Copyright 2008 Google Inc. All rights reserved. diff --git a/python/licenses/license_info.csv b/python/licenses/license_info.csv index 351c1f2a1b..ab324cb9c8 100644 --- a/python/licenses/license_info.csv +++ b/python/licenses/license_info.csv @@ -11,7 +11,7 @@ "astunparse","1.6.3","BSD License" "attrs","25.4.0","MIT" "blinker","1.9.0","MIT License" -"certifi","2025.10.5","Mozilla Public License 2.0 (MPL 2.0)" +"certifi","2025.11.12","Mozilla Public License 2.0 (MPL 2.0)" "cffi","2.0.0","MIT" "charset-normalizer","3.4.4","MIT" "click","8.3.0","BSD-3-Clause" @@ -42,7 +42,7 @@ "optree","0.17.0","Apache-2.0" "packaging","25.0","Apache Software License; BSD License" "prometheus_client","0.23.1","Apache-2.0 AND BSD-2-Clause" -"protobuf","5.29.0","3-Clause BSD License" +"protobuf","5.29.1","3-Clause BSD License" "pycparser","2.23","BSD License" "referencing","0.37.0","MIT" "requests","2.32.5","Apache Software License" diff --git a/python/setup.py b/python/setup.py index d0d34104ab..e8bdd319b0 100644 --- a/python/setup.py +++ b/python/setup.py @@ -26,7 +26,7 @@ "flask-cors>=6.0.1", "requests>=2.32.5", "numpy>=1.26.4, <2.0.0", - "protobuf==5.29.0", + "protobuf==5.29.1", "grpcio>=1.76.0", "flask-opentracing>=2.0.0", "opentracing>=2.4.0", # latest release is from Nov 2020