Changelog

v1.0.1 (2020-01-15)

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Fixed bugs:

  • operator CI build fails #1330
  • Remove log4j from H2O example #1318
  • cert-manager version #1262

Closed issues:

  • Old pods not removed after rolling update #1325
  • seldonio/seldon-core-s2i-python3-tf-gpu:0.15 image default python version is 2.7.17 #1324
  • send_feedback() got an unexpected keyword argument ‘routing’ #1321
  • Helm 2 install fails for v1.0 #1299
  • Clean up API types and Webhooks #1294
  • Include seldon proto compilation in GO #1245
  • helm upgrade when the operator configmap has changed? #1135
  • End-to-end tests for Pre-packaged model servers hang if name doesn’t match exactly #820
  • S2I builder images should have pinned Python dependencies #340

Merged pull requests:

v1.0.0 (2019-12-18)

Full Changelog

Fixed bugs:

  • Certificate not added for all CRD versions in helm chart #1275
  • Webhook not updated for multi version handling #1274
  • Ambassador 404s on Canary Test #1271
  • Delete hpaSepc in seldon deployment doesn’t delete the hpa object #1263
  • CVE-2019-5482 and CVE-2019-18224 #1261
  • ambassador version #1260
  • No module named ‘tensorflow.examples.tutorials’ with tensorflow 2.0 #1248
  • SeldonDeployment stuck on creating when an environment variable is a reference #1211
  • cat.json missing from Explainer notebook #1178
  • Analytics charts broken in K8s v1.16 #1176
  • Helm install issues on k8s 1.16.2 #1095
  • Model initializer does not work with S3 #885

Closed issues:

  • Namespace operator e2e tests #1281
  • Istio integration requires sidecar injection #1273
  • Serialization exception when using the internal prediction API endpoint #1241
  • seldon-core 1.0 release prep #1239
  • Webhook Selectors only available in k8s >= 1.15 #1233
  • duplication of seldon_core_setup notebook #1232
  • crd issue on 1.16 #1225
  • Centralised logging not working on k8s 1.16 and helm 3 #1224
  • Port binding in Java wrapper clashes with the engine #1223
  • uuids in request logs #1209
  • User “system:serviceaccount:kubeflow:pipeline-runner” cannot create resource “seldondeployments” #1205
  • Add PR comment for build pipeline #1200
  • Fix docs install reference to 0.5.0 #1196
  • Unschedulable: pod has unbound immediate PersistentVolumeClaims #1191
  • Text batch data is not split into multiple requests by request logger #1189
  • latest snapshot not working in GKE #1173
  • local e2e don’t build operator image #1171
  • e2e tests broken in master #1164
  • Move Go wrapper to incubating #1157
  • Update examples in line with Helm v3 #1154
  • Update Install docs in line with Helm v3 #1153
  • Add triage label to new issues #1152
  • add prepackaged model server pvc example #1150
  • running end to end tests on local machine #1147
  • Can we attach pvc to model-initializer(storage-initializer) ? #1146
  • Standardise Data Mappings in Seldon Wrapper #1145
  • Wrong types in Seldon Core user methods #1144
  • Create operator client-set #1141
  • Investigate impact of helm v3 in seldon-core #1140
  • Seldon Core Operator Restricted to Single Namespace #1139
  • Need to update integration test script with helm 3.0 version #1138
  • Can not control retry_policy from SeldonDeployment yaml file #1137
  • [Improvement] Obscure service name when deploy my yaml #1128
  • Jenkins X currently creates a new changelog tag / version every time a PR is landed #1124
  • strData requests are not printed by seldon request logger #1121
  • adding canary, shadow or explainer shouldn’t affect main predictor #1110
  • Unable to mount model from PVC into tf serving prepackaged model server #1106
  • Remove Travis Integration #1105
  • Move CRD to v1 #1100
  • Upgrade Maven and JDK on CI image #1094
  • Fix sporadic failures with e2e tests #1084
  • Inconsistent return value for explain method in SeldonClient #1083
  • Refactoring handling httpResponse in Java Engine #1075
  • following tutorial got 503 #1073
  • Validation fails if componentSpecs.metadata.creationTimestamp is not specified #1061
  • Move non 1.0 components to incubating folders #990
  • Improve PrePackaged Model Servers #959
  • use fixed version for model initialiser image #957
  • Helm Upgrade Process #890
  • Dynamic Engine version support at Seldon operator #871
  • Integrate GPU Seldon Core Image into Build Scripts #868
  • Custom prepackaged model servers #857
  • Feature request: Python Seldon Client: support sending gRPC data with meta field #821
  • Allow access to puid within the predict API #795
  • Installing seldon-core-operator requires clusterwide RBAC and should be installed by a cluster admin #670
  • Update notebooks to refer to seldon install rather than include code #646

Merged pull requests:

v0.5.1 (2019-11-21)

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Fixed bugs:

  • Operator crash if one container in pod not created properly #1104
  • MLFLOW_SERVER ModuleNotFoundError #828

Security fixes:

Closed issues:

  • Engine using separate pod, ignoring annotations #1120
  • How to pass ModelInitializerContainerImage path #1116
  • how to define MyModel for PyTorch model which has more than one arguments? #1115
  • how can I wrap a PyTorch Image with customed network? #1114
  • Seldon AB testing - getting an error “info”: “Parameter ‘ratioA’ is missing.” #1081
  • remove old CRD generation #1079
  • Broken integration tests #1076
  • Cannot create a SeldonDeployment having volumes of type projected and configMap. #1072
  • DOCKER_IMAGE_VERSION in Makefile is only 0.3 and 0.4; public docker images go up to 0.13 #1071
  • SeldonDeployment modelUri support more protocol #1070
  • Your .dependabot/config.yml contained invalid details #1045
  • Add tox #1042
  • Broken imports on 0.5.0.2 release #1040
  • Improve speed of execution for integration tests #1032
  • Integration tests fail intermittently #1031
  • Major version changes on dependencies could cause issues #1029
  • with the latest release of azure-storage-blob 12.0.0, seldon build fails #1027
  • Extend documentation to include optional dependencies and azure blob quickfix #1025
  • Update release.py script to change version in kustomization.yaml #1024
  • Set upper limit for azure-storage-blob version #1023
  • Make GCS support optional #1018
  • Update Talks/Blogs/Videos/Use cases in Docs #1017
  • No available release name found for Seldon-Core-Operator #1014
  • Move API path from v0.1 to v1.0 #991
  • Fully automate CI/CD process and introduce manual trigger for release process #986
  • Use official Helm charts for Grafana and Prometheus #965
  • Set JSON_SORT_KEYS and JSONIFY_PRETTYPRINT_REGULAR to False by default #964
  • Enable Storage.py to be able to download from HDFS URL #963
  • Fix helm version in Chart.yaml #961
  • Modify engine’s Proto Value to JSON conversion to avoid int-to-float conversions in REST requests #948
  • Code style standardisation for Seldon Core Python modules #947
  • Automated Test and Build Hooks #933
  • Seldon Image at “seldonio/seldon-core-s2i-python3-tf-gpu:0.12-SNAPSHOT” not able to find GPU devices #914
  • Update Java dependencies #902
  • Create 1.0 GA Document #887
  • Enable Storage.py to be able to download from URL file #883
  • Seldon container engine has not resource limit #769
  • Shadow deployment for Istio #741
  • Java Seldon Engine doesn’t pass microservice HTTP exceptions upstream #705
  • Feature_names is redundant when using jsonData in predict. Also meta is redundant in response, as meta can be combined in the jsonData. #665
  • Modify helm chart seldon-core-analytics using chart dependencies #613
  • Update Python SeldonClient to handle JSON payloads #607
  • expand contributing guide #569
  • requirements.txt for Python wrapped models should be a configurable name/path #548
  • Docker Image is too Big #526
  • Deployment of seldon as a new custom resource via fabric8 #486
  • Update developer docs #203

Merged pull requests:

v0.5.0 (2019-11-01)

Full Changelog

Closed issues:

  • Update logback #1007
  • seldon-core-operator fails to install on Kubernetes 1.16 #1004
  • Custom error raised in Python model was not passed back to the client #974
  • Models with multiple input types are not supported #921

Merged pull requests:

  • Removed the hash as it was crashing the command when the pipeline was ran #1022 (axsaucedo)
  • Add pre-commit hook for black and fix linter #1020 (adriangonz)
  • Added documentation on how to support Models with multiple input types in python wrapper #1015 (axsaucedo)
  • Move from logback to log4j2 #1008 (adriangonz)
  • Adding functionality for running e2e tests in Jenkins X #994 (axsaucedo)

v0.4.5 (2019-10-31)

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Closed issues:

  • Update transitive dependencies #1002
  • /helm-charts/seldon-core not present in seldon-core repository for CICD demo #970

Merged pull requests:

v0.4.4 (2019-10-30)

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Closed issues:

  • serviceAccountName has no effect for pre-packaged implementation #1012
  • Model version duplication when rollout times out #916

Merged pull requests:

  • Customized error raised in Python model needs be passed back to client #1010 (lennon310)

v0.4.3 (2019-10-29)

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Closed issues:

  • Update deployments to apps/v1 for 1.16 k8s #1005

Merged pull requests:

v0.4.2 (2019-10-28)

Full Changelog

Closed issues:

  • Update Python dependencies #987
  • SvcOrch resources overwritten #982
  • Security vulnerabilities on Java dependencies #981
  • Engine doesn’t push traces #975
  • Make Helm chart repository available on Helm Hub #973
  • huge data set #972
  • Seldon deployment issue when adding initContainer #968
  • Remove Kustomize folder #960
  • Explainer args causes reconcile loop in manager #954
  • unable to create SeldonDeployment #952
  • Make it possible to override seldon prediction service’s service name #950
  • Make it possible to override seldon prediction service’s service name #949
  • invalid json should not be a 500 #943
  • Tidy up Java project #937
  • helm-charts/seldon-core does not have seldon-core #936
  • Why seldon chose application/x-www-form-urlencoded as Content-Type instead of application/json when treating predict requests? #935
  • gcp private bucket instructions #927
  • seldon operator resource name changed #919
  • controller now deployment not statefulset #917
  • Best practice for multiple servings from one model #915
  • Seldon Controller Manager CrashLoopBackoff #912
  • Allow –max-requests and –max-requests jitter parameters for python wrapper #911
  • Feedback API is returning empty string, how send_feedback works ? #910
  • Update python wrapper to pass bytes instead of string #909
  • Python wrapper 0.13-SNAPSHOT needs updated setuptools in setup.py #908
  • Engine not catching grpc exceptions cleanly #907
  • Python Wrapper not exposing all Services via grpc #906
  • Seldon Client is not passing binary data field properly with REST #897
  • Building engine on macOS #894
  • Block content type sniffing #892
  • Plan to unify external and internal API paths #889
  • Build automation for 1.0 Plan #888
  • Remove Redis from CICD scripts #882
  • Deploy overview image doesn’t appear in Seldon deployment of income classifier and Alibi anchor explainer example #880
  • Top navigation bar doesn’t use Seldon’s pink (#ff4072), and README uses wrong form of “lets” #878
  • Internal error occurred: failed calling webhook #877
  • Rest request doesn’t give the expected answer while using the predict function #876
  • Requesting the endpoint only works the first time after the endpoint is available, the subsequent requests give “AttributeError: ‘Logic’ object has no attribute ‘predict_raw’” #860
  • Add post-commit hook for s2i builder images #852
  • Should seldondeployment generate stable deployment name? #851
  • Allow operator webhook port to be configured #849
  • Encode “<” as u003c in response #837
  • Tensor wrapped Numpy is read-only #807
  • Kubeflow and Istio deployment - HTTP, gRPC endpoints not working #796
  • javaopts -Xmx throws error #784
  • Override webhook bootstrap default for non-default names #715
  • eliminate cluster wide Secret access RBAC #714
  • Services deployed outside of the helm charts do not get deleted #682
  • TLS handshake errors in manager logs #680

Merged pull requests:

v0.4.1 (2019-09-19)

Full Changelog

Implemented enhancements:

  • Investigate Edge/IOT deployments #414
  • NVIDIA Rapids Integration #412
  • Investigate Apache Arrow and Plasma for fast IPC #206
  • Explore creation of a “batching” transformer #107

Fixed bugs:

  • Unresolved variable in python utils #834
  • Seldon not creating services for NVIDIA TRT Deployment #826
  • Autoscaling not working #824
  • seldon-core-analytics grafana shows metrics of only of first canary model #618
  • DNS error in API Gateway for old deployments gRPC #262

Closed issues:

  • only install knative for request logging if not already present #869
  • Seldon Core deployment created but not visible #862
  • Default values of metrics missing in /feedback API for Python wrapper #861
  • Missing packages on requirements.txt #858
  • Seldon GPU Image with seldon-core 0.4.0 support not available #850
  • How do I override the default port for the flask application that seldon runs ? #848
  • Add documentation for our certified openshift operator #845
  • consume a Secret in a volume in a Pod #844
  • ModelUri is None when parameters specified in the SeldonDeployment #838
  • Meta data field not modifiable by subsequent components #829
  • Cannot disable secure connection to minio storage backend #825
  • How to send data in request with meta field #822
  • Combiner endpoint does not create VirtualService or Endpoint in Istio #816
  • Missing MLFLOW values in crd.yaml for helm chart 0.4.0 #811
  • support ambassador_id to allow multi-tenancy #810
  • High latency of REST locally #803
  • initContainer resources required for some clusters #776
  • Add versions to the wrapper requirements.txt and make sure they align with setup.py #767
  • “puid” when sent in request is not returned in response from python wrapper service. However in case of external api it is returned as is #765
  • Injecting S3 Credentials into tfserving Container #749
  • [Bug] REST request gets parsed to String if any of the element in Numpy array is String #745
  • Long running tasks not working with REST Clients (CURL, Postman, etc) #742
  • Ensure JSON format is not modified for ALL the REST APIs (only implemented for /predict) #739
  • Add the support to send image files directly using multipart/form-data instead of application/x-www-form-urlencoded #733
  • exception swallowing in seldon-core #725
  • versions for prepackaged model servers #724
  • Prometheus metrics “INVALID” is not a valid start token in kubernetes env #706
  • Change NotImplementedError in SeldonMethods for SeldonNotImplementedError #700
  • HttpRetryHandler interrupted exception leads to Microservice error: java.net.SocketTimeoutException: Read timed out (103) #698
  • combiner receives struct_pb2.ListValue instead of numpy list #686
  • explainers for SeldonDeployment graphs #685
  • Deployment with empty oauth key #683
  • Income Classifier Example with Kubeflow #676
  • installing sdep straight after operator seems not fully reliable #669
  • argo workflow not detecting seldon deployment is available #668
  • Set up node taints for GPU Pods/Nodes. #648
  • Update the Python GPU s2i files #647
  • volume mounting kubeflow example #637
  • docs in readthedocs for request logging and CICD #636
  • Seldon GRPC python wrapper doesn’t include input/output transformer servicers #630
  • NDArray with values being lists not supported - RESOLVED: Proto lists were not being deep-copied #600
  • Provide a NULL/None type in the CRD #554
  • Support microservice testing via curl with JSON content-type #552
  • Python client - SyntaxError #551
  • Add Prow doc with Public URL for dashboard #546
  • Investigate Request Logging #545
  • Support Kustomize Deployment #536
  • make engine probes configurable #525
  • connect timed out with cluster-manager and api server #523
  • put crd and controller into single helm chart #522
  • Add fastai deployment example #518
  • Deploy model but pod is evicted for many times before running #515
  • How to wrap models using tool chains other than s2i? #507
  • ci-cd demo uses old jenkins and kubectl fails on newer k8s #505
  • Prow Integration - investigate and setup PR presubmit jobs #497
  • Use of protobuffers for resource parsing cause inconsistencies #489
  • option to put prometheus metrics on separate port #487
  • parameterise the namespace in single namespace tests #478
  • use official helm charts #476
  • use recommended labels #475
  • Convert docstrings in serving_test_gen.py to Numpy format #472
  • issues on increasing grpc message size #467
  • Create a validating admission webhook for the CRD #459
  • Additional parameter types Seldon deployment proto #456
  • Consider hosting helm charts on stable repo, or at least a chart repository #443
  • Unable to get token #438
  • Update example Keras #432
  • Create protos for metadata returned by components #427
  • Revamp how the engine handles metadata #426
  • seldon-core-s2i-python3 is not “openshift ready” #422
  • Create docs for proto compilation to ease clients in non-python languages #421
  • KNative Integration #417
  • Julia Wrapper #413
  • Kaniko Integration #411
  • gRPC tensorproto, TypeError #410
  • Handle sticky model requests #403
  • Organize docs #394
  • Type annotations for Python code #392
  • Deploy python model without java router #314
  • Implement a hierarchy of tags for components with children. #310
  • FlatBuffers support #284
  • Custom fields in SeldonMessage #198
  • Update CRD to include version #175
  • Add OpenFaas as Deployment option for ServerLess ML deployments #151
  • Can Spartakus be run in a namespace #142
  • Investigate Google Container Builder for wrapping models #123
  • Investigate OpenShift Service Catalog and Brokers #114
  • Change python wrapper to use Tornado instead of Flask #108
  • Add docs to build components in development section #65
  • Clarify oauth key/secret provisioning #26
  • Create a NOTES.txt for the helm chart #15

Merged pull requests:

v0.4.0 (2019-08-15)

Full Changelog

Fixed bugs:

  • multiple containers in componentSpecs.spec.containers not supported? #718
  • Ambassador does not work in v0.3.2 #710

Closed issues:

  • Create kustomize for 0.3.2 release #794
  • Add redhat certified image to operatorhub #791
  • Build model servers with non-SNAPSHOT image #790
  • env secret for explainers #785
  • finding image names used in grafana dashboards for prepack model servers #783
  • seldon container engine sidecar java process should run with ‘-server’ setting #781
  • label selector problem when running xgboost and sklearn iris prepack examples together #777
  • Documentation links cannot be seen (just change css color) #773
  • [Bug]Invalid metadata label generated from deployment file #772
  • Add a basic MLFlow model server based on example #771
  • additionalProperties cannot be set to false error when installing helm chart #768
  • Cannot make GRPC calls through GRPC microservice wrapping. #762
  • make it clearer how and when to set engine resources #761
  • Update TFServing Proxy to use v0.5 of the python wrapper #760
  • intermittent 503 errors in end-to-end tests #758
  • Add global count Graphana graph per deployment #756
  • docs: python wrapping docker #754
  • Liveness probe kills seldon engine container when model predict function takes a long time to send a result #753
  • models from private buckets for prepackaged/standalone servers #748
  • prepackaged/standalone servers to download models from initContainers #747
  • Writing the predict function around pandas dataframes #746
  • Golang CRD api #734
  • Update Roadmap #723
  • CRD in kustomize is missing subresource.status #713
  • calling SeldonClient.predict inside a microservice model rasing “TypeError: Couldn’t build proto file into descriptor pool!” #711
  • Add SELDON_LOG_LEVEL parameter in Python Wrapper #708
  • All numbers get converted to float when sending JSON resulting in unexpected behaviour in Proxies #703
  • docs: ambassador version #697
  • docs: Python API reference #696
  • Back-off pulling image “data_downloader:0.1”: ImagePullBackOff #695
  • Deploying modified TensorRT example on GKE does not deploy anything #694
  • Support JSON format in TFServer Proxy REST API #693
  • Add build files for alibi explainer server #692
  • docs: Ambassador REST endpoint path #688
  • cannot run through the example. #677
  • Liveness probe kills Seldon engine container with long init waiting time (Python wrapper) #674
  • need to increase failure threshold for engine with new operator #673
  • Remove api-frontend #663
  • Ambassador Swagger definition does not include namespace #660
  • Remove Java Operator #654
  • Docs do not mention addition of jsonData outside of the release notes #652
  • Support Swagger or something like that #645
  • Changes required for Seldon Core Analytics Grafana to work behind proxy #622
  • Tensorflow GPU Example #619
  • HTTPS/HTTP switch for seldon client #572
  • How can I modify the logging format of REST API for StackDriver and BigQuery? #557
  • The output from ambassador converts integer types to float . #458
  • Question: Concurrency in Model REST server #453
  • Add model explainer example #425
  • Kubeflow Pipelines Integration #415
  • Add an WSGI app server to Python REST wrappers #383

Merged pull requests:

v0.3.1 (2019-06-28)

Full Changelog

Closed issues:

  • Embedded travis build status needs updating (in main readme) #656
  • Add doc link to prow #655
  • Remove Old Java Operator Docs #653
  • requests all failed during benchmarking with Locust #644
  • Seldon & Istio - broken link #643
  • Seldon-core-operator install fails #640
  • how to add custom meta fields for tracking #632
  • Using the cluster-manager underlying API as a library #626
  • User Exceptions raised in predict function of a wrapper class needs to be handled via flask exception handler #625
  • volume mounting - update examples #604
  • engine resources not configurable in new operator #598
  • status code in response missing. Seldon v 0.2.3 #519
  • deprecate ksonnet #477

Merged pull requests:

v0.3.0 (2019-06-05)

Full Changelog

Fixed bugs:

  • Python module syntax error for python 3.5 for variable type annotation #614
  • openvino_imagenet_ensemble example - prediction1 and prediction2 containers error #583
  • Docker image name and version messed up #562
  • SendonDeployment with name &gt; 31 characters #556
  • Not able be build python3.6 base image. #542

Closed issues:

  • Update master to 0.3.0 SNAPSHOT #612
  • sdep state doesn’t move to available #605
  • engine using 1 cpu #597
  • forbidden error installing ambassador #596
  • GPU support with SERVICE_TYPE Model #590
  • Update example notebooks for docs #586
  • kubeflow/example-seldon on local cluster #585
  • Unable to inject custom parameter in Python model #584
  • Tensorflow MNIST Model example on EKS #580
  • OOMKilled when starting an operator #579
  • Can we customize the outputs format of Model? #565
  • node exporter port conflict #563
  • How can i enable debug logging of seldon-engine container #560
  • Tensorflow Python 3.7 support and wrapper images #550
  • helm-charts upgrade fails on ambassador #543
  • Update Seldon Core Analytics Grafana #540
  • Defining the model serving class with full name doesn’t currently work #533
  • Update Seldon Operator to Go #529
  • Old Containers & Security Vulnerabilities #528
  • option to not set runAsUser for engine #527
  • Support istio ingress #511
  • Endpoint type is missing for AB-test #451
  • Alllow arbitrary JSON as a payload #434
  • Update Ambassador to 0.40.2 #402
  • Ambassador config for rolling updates #294

Merged pull requests:

v0.2.7 (2019-04-29)

Full Changelog

Implemented enhancements:

  • Type check predictive unit parameters in the Python wrapper #440

Fixed bugs:

  • Models pods duplications after corrupted deployment #470
  • Using a configMapRef inside of a seldon deployment manifest causes a NullPointerException in the SeldonDeploymentWatcher #450
  • cannot get working external api but internal api is ok #448
  • Status can become Available even with Exception in Operator #429
  • Fix status update for failed deployments #474 (cliveseldon)

Closed issues:

  • Install seldon in a single namespace with restricted tiller #514
  • Document about microservice’s input data #512
  • where is io.seldon.protos.DeploymentProtos package located? #508
  • seldon 0.2.3 - nfs volume in seldon graph failing in validation #504
  • SeldonDeployment keeps hanging #499
  • default ambassador chart to single namespace #495
  • use v1 ambassador api #491
  • Configure the way Prometheus exposed #484
  • documentation is in doc not docs #481
  • do a snapshot build and document if not documented #479
  • How can we specify nested python class in .s2i/environment? #465
  • Class names in latest python library is not backwards compatible #462
  • Sending an object dtype array as the request JSON for a Model API #461
  • NullPointer exception in API gateway when principal can’t be determined #454
  • Python Wrappers Version 2 #406
  • Write a Python wrapper for a GENERIC component #378
  • Create reference Python client #349
  • Python-wrapper: Use debug flag to provide useful information #309
  • Support autoscaler in SeldonDeployment #277
  • Update Ambassdor Helm or remove and use Ambassador’s helm chart #258
  • Prow Integration #154
  • CI/CD demo using GitOps framework #11

Merged pull requests:

v0.2.6 (2019-02-22)

Full Changelog

Fixed bugs:

  • Bug parsing boolean predictive unit params in Python wrappers #439
  • APIFE fails to connect to service due to name change #433

Closed issues:

  • If building a python image from a folder, which is also a git-folder build silently fails #452
  • Setting engineResources not enabling resource requests/limits to seldon-container-engine sidecar #398
  • Expose Jaeger agent port as environment variable on deployment manifest #396
  • Ksonnets for Seldon Analytics #391
  • sklearn iris returns value error #389
  • SOAP API #387
  • unable to find proto file which defines grpc #384
  • tensorflow-gpu #380
  • onnx_resnet50.ipynb : “Unknown operation: Gather” #379
  • Passing arguments to the model object #377
  • Model pod enters in CrashLoopBackOff. How to debug? #376
  • Global metrics show N/A in Seldon Analytics Grafana #371
  • Mistyped check causing NULL Pointer Exceptions with getNamespace #367
  • Json payload size increases when I use json.dumps #365
  • Need an updated tutorial for seldon serving on GKE #361
  • Hi,we need Golang Deploy Seldon Wrapper Container #356
  • Update docs and examples to use the new Python package #347
  • Potential problem in EpsilonGreedy.py? #336
  • Deploying seldon-core to Kubernetes 1.8.6 fails with no matches for kind "Deployment" in version "apps/v1" #333
  • S2i build image with private pip repository #330
  • Wrapping components outside of the tree #324
  • Seems to be a bad fit for a multi-tenant cluster. #308
  • Update Grafana / Prometheus image #303
  • Function to pass additional meta info for predict\(\) #297
  • Update base java image #289
  • Update ksonnet to reflect latest helm templates #282
  • NullPointerException in seldon-cluster manager logs #268
  • requestPath picking up old model on rolling update #267
  • Seldon deployment success/failure condition #255
  • Reconcile the differences between seldon-core and kubeflow core.libsonnet to improve maintenance #237
  • Make the “apiVersion” in the Helm templates consistent #236
  • Create initial docs for Transformers #229
  • Create initial docs for Routers #228
  • deploy docker image is ok ,but deploy k8s pod always failed #212
  • Format of the data sent as a request to the seldon REST api? #193
  • There is no setting that allows increasing the limits of GRPC Server #183
  • Docker image build error with sklearn_iris_docker example #164
  • Add support for spring-boot-starter-webflux #152
  • gRPC query waits indefinitely while execution giving no output #149
  • scikit-learn support for predict method not only predict_proba #145
  • Wrapper command on windows PS #134
  • Error 401 while requesting prediction outputs from seldon server #122
  • How to Deploy our custom models on seldon-core #104
  • Create docs for available plugins #100
  • Custom model endpoints #96
  • Docker image missing for Iris classification #91
  • Add options to populate meta data in wrappers foreach API request #86
  • Add InputOutputTransformer predictive unit #85
  • Add Explainer as transformer component #84
  • Create wrapper for PyTorch models #82
  • Graph with epsilon greedy router sometimes fails on first request #80
  • Create integration testing script #73
  • Allow engine resource requests for engine to be configurable in proto definition for CRD #70
  • Create Concept Drift Alert Plugin #56
  • Create Outlier Detection Plugin #55
  • Create Multi-Armed Bandit Router Plugin(s) #54
  • Update docs for sklearn_iris_docker #52
  • Response should contain indication of which predictor was used #50
  • Add git hooks for validation of notebooks before commit #10
  • Update docs and examples to illustrate complex runtime graphs #1

Merged pull requests:

v0.2.5 (2018-12-16)

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Closed issues:

  • initialDelaySeconds: 10 sec is not enough for some models #323
  • Bug: custom metrics for both children and parent components #322
  • Ambassador seldon deployment not registered #318
  • Allow user to disable Redis in seldon-core helm chart #304
  • grpc tensor convert not valid for python 2 #301
  • Ambassador #298
  • Create a python wrapper for COMBINER components #296
  • packaging for python microservice wrapper #293
  • Update to latest Spartakus image #291
  • Docker image “seldonio/seldon-core-s2i-python3” uses old Python 3.6 #288
  • Seldon cluster-manager k8s cluster wide operations #269
  • S2I hangs in example models when using minikube docker-env #253
  • Accessing custom metrics in our Python model #245
  • strData & binData not accepted by Python model microservice #225
  • Utilize latest /status endpoint for Custom Resources in k8s 1.11 #176
  • Investigate Nvidia’s TensorRT #121
  • Review status field for CRD #83
  • gitops demo #67
  • Update seldon-core/examples docs after move #35
  • Create wrapper for Spark standalone runtime models #24

Merged pull requests:

v0.2.4 (2018-11-07)

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Closed issues:

  • Specification of a Service Account #286
  • curl not found error #283
  • Allow ambassador from other namespace to access SeldonDeployment #279
  • Fix Github security vulnerabilities in dependencies #259
  • Feedback API not called when using Models #251
  • Allow JAVA OPTS for engine to be specified #249
  • ndarray greater than 15280 bytes #248
  • Prediction API get model version #244
  • SeldonDeployment creation strips out an empty “children” list field in the manifest #242
  • Mahalanobis Outlier Detector fails when batch is of size 1 #240
  • Seldon Core Operator defaulting causes issues with helm and ArgoCD #233
  • TensorFlow Serving as the Model microservice #226
  • Nodejs wrapper for javascript models #216
  • Environmental variable error #215
  • How do I increase timeout of sidecar seldon container? #196
  • update release script for pyhton3 #160
  • Ability to customize Ambassador configuration #120
  • Script to convert proto files and generate OpenAPI schema #9
  • OpenAPI spec for external and internal prediction APIs #6

Merged pull requests:

v0.2.3 (2018-09-17)

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Closed issues:

  • R wrapper s2i environment documentation missing Model file extension #219
  • Provide example using ONNX via Intel nGraph for inference #214
  • how to explore grafana dashboard for seldon-core in web ui #209
  • APPLICATION FAILED TO START - Example python notebook (fx-market-predictor) #208
  • dev guide doc: develop/test changes locally? #202
  • Service orchestrator updated when surrounding deployment changed #199
  • UnknownHostException: seldon-deployment #194
  • grafana dashboard #192
  • Add image versions to all wrapper images #136
  • Status is not created in Custom Resource on initial create or update #74

Merged pull requests:

v0.2.2 (2018-07-18)

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Merged pull requests:

v0.2.1 (2018-07-09)

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Closed issues:

  • “/s2i/bin/assemble: line 59: 10 Killed” when using S2I to build PyTorch container #180
  • Getting timeout error using S2I to package PyTorch model #179
  • Make Operator Create CRD on StartUp #174

Merged pull requests:

v0.2.0 (2018-06-29)

Full Changelog

Closed issues:

  • PREDICTIVE_UNIT_PARAMETERS: not able to set them up correctly #170
  • Add docs page for Helm #71

Merged pull requests:

v0.1.8 (2018-06-27)

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Closed issues:

  • Prediction analytics dashboard not capturing prediction API calls #168
  • Ambassador + Minikube doc needs to be updated per RBAC #165
  • configmap type volume gets mounted as EmptyDir #162
  • Java Wrapper H2OUtils doesn’t check type in NDArray proto message conversion #158
  • Release Java wrappers library 0.1.1 #157
  • Automate update of ksonnet versions in release process #132

Merged pull requests:

v0.1.7 (2018-06-04)

Full Changelog

Closed issues:

  • Quickstart problem #153
  • NameError: global name ‘ListValue’ is not defined #148
  • bad credentials error with get_token function #144
  • Make CRD Namespaced scoped #141
  • Create wrappers for Java based models #137
  • Update ksonnet prototypes for latest image version #130
  • Create demo notebook for Azure #129
  • Grafana Dashboard #109
  • Multiple helm seldon-core installs on separate namespaces fails #106

Merged pull requests:

v0.1.6 (2018-03-29)

Full Changelog

Closed issues:

  • Support RBAC by default #126
  • Engine requires images to have versions #117
  • hostPath type volume gets mounted as emptyDir #116
  • Investigate OpenShift source-to-image for wrapping models #113
  • Add docs for analytics persistence #112
  • Issue in deployments of multiple models #103
  • Missing dependencies in notebooks/kubectl_demo_minikube.ipynb #101
  • Add usage metrics collector #99
  • Running test model on seldon core #90
  • Deploying seldon models to multiple namespaces #89
  • Generate load tests analytics #58
  • Create wrapper for R models #23

Merged pull requests:

v0.1.5 (2018-02-19)

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Closed issues:

  • Make CRD namespaced #95
  • Allow Helm deployment without API Front end #92
  • Support deployment of a Python 3 model #88
  • Create a Slack channel for project #43

Merged pull requests:

v0.1.4 (2018-02-05)

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Closed issues:

  • Create KSonnet prototypes for core #76
  • Add automatically generated README to wrapped models #57

Merged pull requests:

v0.1.3 (2018-01-26)

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Fixed bugs:

  • Insufficient cpu error when creating complex graphs #47

Closed issues:

  • Split Prometheus monitoring from seldon-core Helm Chart #69
  • Docs for how to deploy and CI/CD options #30

Merged pull requests:

v0.1.2 (2018-01-23)

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Closed issues:

  • Remove the cluster manager functionality that checks for “type” presence in predictive units graph #59
  • Change builds to use seldonio/core-builder:0.2 #48
  • Cluster manager stuck in an error loop after failed deployment #45
  • Quickstart in minikube has old resource spec for deployment #40
  • Bring seldon-core-examples into main project #33
  • Update travis integration for all builds #25
  • Update model wrapping docs and docker wrapping code #17
  • Links are broken on the following doc page #16

Merged pull requests:

v0.1.1 (2018-01-10)

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Closed issues:

  • GRPC microservices fail kubernetes health and readiness checks #13
  • Update diagrams in docs to reflect latest version of the protos #7
  • Average Combiner broken in container #5
  • external gRPC client not updating when deployment removed and recreated #4
  • Cluster Manager failing to authenticate on GKE cluster #2

Merged pull requests:

v0.1.0 (2018-01-03)

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