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Changelog

v1.11.0

Full Changelog

Fixed bugs:

  • handle bad SemVer for CRD creation #3569
  • leader election RBAC incorrect #3567
  • batch processing with argo failed #3559
  • hello I do not know the composition of jsonΓê⌐Γò¥╞ÆCan you tell me something about it ? #3556
  • docs build failing due to problem with black 20.8b1 wheels #3546
  • Alibi explainer image broken due to numba 0.54 #3540
  • Update Alibi Detect Server to use Alibi Detect v0.7.1 #3481
  • helm 3.5.2 warning on seldon helm charts #2944
  • Support MLFlow models that return pandas DataFrame #2281

Closed issues:

v1.10.0

Full Changelog

Fixed bugs:

  • sklearn iris model incompatible with latest sklearnserver (1.10.0-dev) #3424
  • It is not possible to add a new inference server. #3415
  • REST Executor Returns wrong Error message in DAG #3411
  • Conda base image is not being pushed to docker hub #3405
  • spec.preserveUnknownFields missing while upgrading seldon-core-operator to 1.9.1 from 1.2.2 using helm chart #3393
  • seldon-puid not included in grpc requests #3389
  • Docs lint is failing due to argo moving repo #3386
  • Seldon Deployment: Dryrun using k8s java Api is not validating all fields #3378
  • batch_processor.py: data will be left unprocessed if the line number in the input file can't be aliquoted by the batch_size #3377
  • Cannot apply Seldon Deployment from Kubernetes Python API #3375
  • click dependencies could not be resolved #3373
  • Can't change REST timeout #3368
  • Deployment giving certificate expired or is not yet valid #3366
  • go mod fails because of invalid character in file name #3354
  • Istio virtualservice created does not whitelist V2 Inference Protocol protobuf names #3352
  • Add functionality to support multiprocessing for Python wrapper GRPC #3334
  • If no-engine=true used only REST/HTTP virtuaservice is created with istio and no GRPC #3329
  • Seldon Explainer Container Crashes Due to GCS Permission Error #3324
  • I deploy tensorflow model using tensorflow2.4.1 and occur error:CUDA error (3): initialization error. #3314
  • Status address URL incorrect for no engine #3312
  • cant build simple-cpp example #3251
  • wrong conda version used in the mlflowserver image #3115
  • Failures on send_feedback_raw path when using proto #2606
  • custom_metrics notebook test is flaky #2570

Closed issues:

  • Create MLflow example using MLServer #3462
  • Run Kubernetes PodSpec validation #3440
  • automatise generation and upload of example models for pre-packaged model servers #3439
  • Request Logger Update #3421
  • Upgrade Alibi Server to 0.6.0 #3401
  • Add MLServer MLFlow Server to Core #3384
  • Release 1.9.2 #3367
  • Create notebook that outlines steps required to extend all existing secrets to be compatible with rclone #3360
  • Research performance improvements for Python Seldon wrapper and research performance between versions of Seldon Core #3359
  • Update Core Builder to use more recent version of Python #3358
  • Create narrative / documentation around security #3345
  • Add GRPC_THREADS for configuring the number of threads in the Python wrapper (and default to 1) #3333
  • Set GUNICORN_THREADS to 1 by default #3332
  • Release 1.9.1 #3319
  • Python GRPC Server does not adhere to Worker/Thread environment variables #3238
  • Update Benchmarking with Argo Worfklows & Vegeta notebook example #3162
  • 1.8.0 Release #3125
  • Missing appVersion inside Chart.yaml #2737
  • Add integration tests to outlier detector and concept drift components #2681
  • Occasional Latency Spike in Python Nodes of Inference Graph #2656
  • Refactor env var retrieval for model_name / image_name in python wrapper so it's centralised in util #2621
  • Python Wrapper should Handle Exceptions correctly #2338
  • Seldon wrapper image with python 3.8 #1230

v1.9.0

Full Changelog

Fixed bugs:

  • seldon-core 1.8.0 helm chart CRD error #3254
  • explainer don't repect the spec.replicas #3241
  • Setting TRACING=0 does not disable Jaeger tracing #3158

Closed issues:

  • Allow Tempo Server Env Override #3282
  • req logger - create elements section for tensorflow protocol #3279
  • Integrate Iter8 #3278
  • add some unit tests for request logger #3270
  • Update OpenAPI folder definitions #3261
  • parsing of categorical and proba in req logger for ndarray #3255
  • Custom name for Seldon deployment instead of metadataname-graph component names #3253
  • Allow V2 Protocol for Alibi Explain Server #3247
  • Usage of route_raw in seldon core 1.1.0 #3236
  • option to skip verify ssl in req logger #3230
  • GPT2-Triton Example: extand to contain load test example #3216
  • Allow multi-model repositories for Tensorflow Serving #3206
  • Allow for overriding Istio VirtualService hosts #3137
  • Run black (nbQA) on notebooks as part of fmt/lint #2885
  • Update request logger to run with gunicorn #2141
  • Progressive Rollout #1805

v1.8.0 (2021-05-20)

Full Changelog

Implemented enhancements:

  • Removal of mapping type from request logger #3013
  • Improve labelling inconsistencies on seldon-managed k8s resources #2757

Fixed bugs:

  • Java Wrapper /predict API regression #3210
  • Seldon feedback api is not supporting String values #3207
  • SA name hardcoded in seldon-leader-election-role rbac #3168
  • Community Call Calendar in Doc Out of Date #3167
  • V2 Inference Compliance #3156
  • Stuck at "liveness probe failed: HTTP probe failed with statuscode: 403" #3129
  • Failing end to end tests (integration and notebooks) in master #3124
  • GCP Release CRD issue #3114
  • Alibi detect image build fails to build in master #3111
  • Seldon Deployment errors when graph does not have a type field #3105
  • Wrong required variable in documentation #3097
  • storageInitializerImage does not work on Kubernetes 1.18 #3087
  • Deployment issue on AWS #3077
  • Fix python wrapper command line args docs #3069
  • HTTP Port Not Change even after PREDICTIVE_UNIT_SERVICE_PORT set #3035
  • OSS-203: Address CVEs for Java JNI Server Image from Twistlock Reports #2968

Closed issues:

  • Add Tempo Prepackaged Server #3192
  • Adjust outlier examples to use rclone based storage initializer #3189
  • TEST ISSUE TO TEST SYNC TO GITHUB #3185
  • Seldon graph complexity #3184
  • Update Alibi-Detect to latest in Alibi-Detect server #3148
  • Allow any structure in custom field in metadata #3144
  • The /aggregate endpoint is wrongly called if we have a COMBINER with SEND_FEEDBACK method activated #3139
  • Metadata for Transformer #3132
  • Update kustomize usage in core #3127
  • GCP 1.7.0 Release #3103
  • Add support for transformers with arbitrary request/response format (ie. not SeldonMessage) #3096
  • Redhat release for 1.7.0 #3091
  • Add new example on Triton Jupyter Notebook Example with GPT-2 #3080
  • Add raw_data parameter to predict / transform / etc functions in Seldon Client #3079
  • Update SPACY notebooks to be aliged with latest Seldon Core #3072
  • Documentation around supported Alibi Algorithms #3053
  • Add health/ping to api v1 #3046
  • no matches for kind "SeldonDeployment" in version "machinelearning.seldon.io/v1alpha2" #3037
  • seldon-container-engine keeps restarting because readinessProbe failed #3036
  • Add GPU Drift Detection Example #3033
  • SeldonClient: Token Authentication without HTTPS #3032
  • 1.7.0 Release #3011
  • implement rclone-based storage.py equivalent #2942
  • Explore consistent python environments for users that create explainers #2934
  • Is it a good idea to support predicting multiple instances upon one request? #2929
  • Expose log level setting in Helm chart #2919
  • Add default /health/status implementation for models #2899
  • Remove "PERSISTENCE" Redis functionality and documentation #2888
  • Seldon component exit on failure without passing to next component in the seldon graph #2730
  • Metrics Endpoint dose not work with Istio Sidecar #2720
  • Prometheus gauge shown as NaN #2685
  • ability to specify init container on per deployment basis #2611
  • Evaluate alterntatives to Storage.py to reduce dependencies and improve support more data sources #1028

v1.7.0 (2021-03-18)

Full Changelog

Fixed bugs:

  • Missing protocol check for KFServing for URL in sdep status #3063
  • environment.yml typo in docs #3052
  • Meta parameter did not passed to next model #3050
  • fix integration and notebook tests #3040
  • python microservice refuses to start: setuptools dep conflict #3038
  • Misaligned documentation for SKLearn pre-packaged model server #3029
  • Remove Mutating Webhook if found in latest operator startup #3024
  • Handle default api status in Seldon protocol in executor and python wrapper #3022
  • Update docs to state GUnicorn is stable feature. #3016
  • Cannot create new SeldonDeployment after seldon-core automatic update from 1.5 to 1.6 #3005
  • Explore re-allowing multiple shadow deployments (for Istio only as Ambassador doesn't support) #2991
  • Files created by controller-gen #2987
  • SeldonPodSpec in SeldonDeployment V1alpha and V1 in seldon v1.4 is not parsing metadata successfully #2983
  • Bug in elasticsearch index of metrics server #2971
  • Address CVEs for MAB Epsilon Greedy & Thompson Sampling Server Image from Twistlock Reports #2969
  • Address CVEs for Alibi Detect Server Image from Twistlock Reports #2967
  • Address CVEs for Alibi Explain Server Image from Twistlock Reports #2965
  • Address CVEs for XGBoost Server Image from Twistlock Reports #2964
  • Address CVEs for SKLearn Server Image from Twistlock Reports #2963
  • Address CVEs for MLFlow Server Image from Twistlock Reports #2962
  • Address CVEs for Storage Initializer Image from Twistlock Reports #2961
  • Address CVEs for Request Logger Image from Twistlock Reports #2960
  • seldon-core-microservice: error: unrecognized arguments: REST #2951
  • Seldon Batch Template Bug? #2943
  • Flaky Operator Unit Test: MLServer Panic #2904
  • Seldon-core-microservice Warning/Error message for changed args #2896
  • cannot overwrite initContainers image: reconcile error #2821
  • Manual scale doesn't work if hpaSpec is set #2816
  • Remove Status section of generated CRD by kubebuilder #2132

Closed issues:

  • after run "kubectl get seldondeployments" but got "No resources found." #3010
  • Torchserve support #3002
  • Make Seldon Client REST requests more efficient #3001
  • Support model repositories with Triton Server #2986
  • Dependabot can't evaluate your Python dependency files #2975
  • seldon-batch-processor Install Instruction Missing #2956
  • Release 1.5.2 #2945
  • switch elastic helm chart to opendistro #2912
  • Make custom metrics work with gunicorn reload #2873
  • Create example using alert-manager for thresholds on Alibi Detect servers #2822
  • Allow annotations on Service created by operator #2590

Merged pull requests:

v1.5.2 (2021-02-16)

Full Changelog

Fixed bugs:

  • Helm chart version in master #2939
  • Metadata fields of predictor's component spec are being pruned in k8s #2938
  • Fix statsmodels broken link in docs #2926
  • Issue installing Helm chart on cluster with no internet access #2924
  • Alibi whitebox explainers unsupported due to missing dependencies in the Alibi explain server #2812

Closed issues:

  • Release 1.2.4 #2933
  • Add Summary and _max to Executor exposed metrics #2765

v1.2.4 (2021-02-04)

Full Changelog

Fixed bugs:

  • Fix seldon-core keda demo config bug #2914
  • CR reference in documentation contains irrelevant parts of seldondeployment_types.go #2901

Closed issues:

  • Make custom metrics histogram bin size configurable #2863
  • 1.6.0 Release #2839

v1.6.0 (2021-02-03)

Full Changelog

Implemented enhancements:

  • Create a prepackaged model server for PyTorch Models #831

Fixed bugs:

  • IsADirectoryError: [Errno 21] Is a directory: '/mnt/models' #2876
  • error: a container name must be specified for pod #2875
  • MLFlow server-- ModuleNotFoundError: No module named 'prediction' #2874
  • V1 CRD has missing grpcPort and httpPort #2866
  • Broken Link to Documentation Example I'd like to find if it exists #2836
  • Executor does not send feedback to Routers. #2827
  • ArgoCD OutOfSync if SeldonDeployment includes mountpoint #2811
  • Helm failing to fetch https://kubernetes-charts.storage.googleapis.com/ resulting in failing tests #2808
  • send_feedback response is incorrectly managed in seldon_methods.py #2801
  • Upgrading to 1.5.0 causes unexpected error when calling predict endpoint of Python custom model #2786
  • SHAP Breaks Alibi Detect on Python 3.6 due to unpinned Numpy dependency #2767
  • Error when using the R language wrapper #2744
  • Transformers model unable to run with Cuda #2680
  • Allow seldon manager to run as non-root #2631
  • Operator sets HTTPS on the Engine's liveness and ready checks #2586
  • high memory and cpu usage in deployment of xgboost rest #1986

Security fixes:

  • Resolve CVE for PyYAML - CVE-2020-14343 #2252

Closed issues:

  • CVE checks update for redhat image scans #2869
  • Does Seldon Batch Processing Work with Azure Blob Storage? #2858
  • Update engine docs as deprecated #2840
  • Support V2 Protocol in outlier and drift detectors #2831
  • add example of batch processor with rclone #2819
  • Add example of custom init container with rclone #2818
  • remove mutating webhook #2817
  • Handle KFServing V2 Protocol in request logger #2791
  • Create 1.5.1 release with cherrypick #2756
  • Use f-strings in MAB study case examples #2729
  • helm chart imagePullSecrets support to bypass ratelimiting #2694
  • Seldon-core-operator Update for handling namespace #2676
  • docs: No Release Highlights since 1.1.0 #2634
  • Depricate engine (old Java service orchestrator) #2588
  • Add support for Datadog Tracing in the Executor and the Python Wrapper #2436
  • Multi_Archtecture Support #2333
  • Make deployment names configurable #2301
  • java-wrapper-0.2.0 jar is not checked for validity #2180
  • Stateful Model Serving by Saving state to Redis #2138
  • Add documentation on how to extend base prepackaged servers with new images (xgboost, sklearn, etc) #2060
  • Add documentation that dives into the iniContainer #2055
  • Multiplexing or parallel serving of gRPC / REST in Python Wrapper #1968
  • Allow globally configurable docker registry secret for seldon deployments #1923
  • Remove probesonly flag #1856
  • Use custom errors #1841
  • Allow mixed rest/grpc graphs in new golang based executor #1820

Merged pull requests:

v1.5.1 (2020-12-17)

Full Changelog

Fixed bugs:

  • SC Operator continues to reconcile objects that are being (foreground) delete #2781
  • Custom metrics not available in Prometheus #2766
  • seldon-batch-processor on seldon-core-s2i-python37 image is not generating any output #2745
  • transport: is not respected on seldondeployment #2540
  • helm install results in wrong configmap #2528

Closed issues:

  • Hard requirement in Tensorflow (API) on GRPCIO 1.32.x breaks Seldon Core #2787
  • istio request timeouts #2727
  • Document how to run python wrapper locally for development #2722
  • Swagger API needs to be upgraded following best practices #2669
  • Authentication support for ELK Logging #2300
  • Support for xgboost4j-spark 0.9 #1395

v1.5.0 (2020-12-03)

Full Changelog

Fixed bugs:

  • Can not create seldondSeldonDeployment crd in k8s v1.19.2 #2726
  • Custom metrics endpoint produces exceptions during load-testing #2704
  • Add a note in istio doc about pod security context for nonroot user #2686
  • KEDA notebook testing is broken #2683
  • [BUG] NodeSelector not working in SeldonDeployment #2682
  • minio setup notebook needs updating #2670
  • Alibi detect does not expose metrics when value is 0 #2668
  • Explainer wrapper should not add model to path for Tensorflow protocol #2664
  • Python processes when running Seldon with Gunicorn #2617
  • Update KEDA example to use v2.0 GA version #2614
  • Tutorial issues - CIFAR10 Drift Detection #2605
  • Conflict between gunicorn, gevent, and TensorFlow #2603
  • Fix notebook failing integartion tests for sklearn and xgboost V2 #2589
  • Repeatedly logging [DEBUG] Closing connection. #2568
  • Not able to pass string as input to the predict function. #2553
  • Notebook test test_custom_metrics failing in master #2541
  • grafana-prom-import-dashboards pod always fail in seldon-core-analytics chat #2518
  • requestPath meta missing in new executor #2505
  • ERROR: no endpoints available for service "seldon-webhook-service" while creating deployment using CUSTOM_INFERENCE_SERVER #2459
  • routing metadata missing in new executor #1823

Closed issues:

  • Seldon deployment support for google kubernetes ingress #2714
  • Using seldon-core-microservice how does one turn on SSL? #2706
  • Allow user to disable gunicorn access logs #2705
  • use service account for argo batch example #2673
  • Update metrics exposed by alibi detect server to include all newer components (threshold, etc) #2667
  • Add namespace to metrics component in seldon core python module #2666
  • Explore send_feedback path for tensorflow protocol #2665
  • More restricted deployment rbac for seldon-core #2662
  • GCP Workload Identity Support for GCS - Prepackaged Model Server #2654
  • Dry run deployment config #2648
  • seldon-batch-processor to support https and sslverify #2638
  • document how to use custom init containers #2610
  • Grafana on Ambassador (Public DNS)? #2591
  • Pip cache removal in wrappers/s2i/python/s2i/bin/assemble #2581
  • new knative filtering #2551
  • upgrade alibi-detect-server to use new alibi-detect when released #2405
  • Support gRPC and HTTP protocols at the same time #2378
  • Allow Inference Graphs to mix Protocols with the Executor #2299
  • Initial / immediate term base infrastructure for stateful metrics with feedback (custom metrics naming, concurrency coherence, etc) #2272
  • Extend seldon-single-model helm template to include metadata support #2070
  • Update ambassador doc and release doc about shadow model #1741
  • Remove OAuth code from Seldon Client #1677
  • Remove legacy Python 2 elements #1438

v1.4.0 (2020-10-26)

Full Changelog

Fixed bugs:

  • protocols_example notebook is failing tests #2569
  • KEDA prom auto scale notebook is broken #2563
  • transport: is not respected on seldondeployment #2539
  • Add integration test for outlier detection server #2535
  • LibGL fix to be cherry picked for 1.3.1 #2534
  • ADServer Crashes due to updated dependencies #2533
  • Integration test failed due to alibi_explainer container #2529
  • Missing comma in the operator/config/manager/configmap.yaml #2526
  • alertmanager errors from prometheus #2525
  • Triton Server Image Incorrect #2511
  • Ensure all image errors are caugh on the build script #2509
  • Update helm publishing Makefile for seldon-core-kafka chart removal #2502
  • Seldon does not work with Gunicorn async workers #2499
  • CI build/push failures on tfserving-proxy image are not included in exit values #2477
  • Explicitly define default requests and limits for engine container #2475
  • Fix broken documentation links #1760

Closed issues:

  • add jsondata handling to req logger #2566
  • Seldon Core explainers to use alibi v0.5.5 #2562
  • Seldon Core 1.19 Kubernetes Support #2550
  • Add pidfile config for gunicorn #2546
  • Extend drift detector server (inside alibi detect server) to return metrics #2537
  • Update operator Redhat and OperatorHub integration #2532
  • Add requestPath back to the meta data #2531
  • easy to run out of disk with prometheus #2523
  • Support PDB specifications for SeldonDeployments #2508
  • Add KEDA support for seldon-core #2498
  • prometheus metrics for usage by seldondeployment #2483
  • Add SKLearn and XGBoost examples for MLServer / V2 Dataplane #2479
  • Support seldon-core running on knative serving like kfserving #2476
  • Triton server support with kfserving protocol #2460
  • Question about running grafana-prom for examples/kubeflow #2440
  • Data Science Metrics Core Update v1 #2397
  • configurable metrics port name for analytics #1809

v1.3.0 (2020-09-29)

Full Changelog

Fixed bugs:

  • Unreadable notebook - sklearn_spacy_text_classifier_example.ipynb #2486
  • Alibi Detect Server libGL.so failed to find in image #2481
  • Seldon Docs failing on readthedocs #2455
  • 2 notebook tests failing #2454
  • SSL removed when executor multiplexing reverted #2447
  • JX master pipeline is failing to build and push images #2444
  • CI builds sklearn server with wrong sklearn version -> TestNotebooks.test_explainer_examples fails #2443
  • Install seldon-core-operator only working with old version #2438
  • Seldon Python Server memory leak in multithreading mode #2422
  • integration tests flakiness with TestPrepack.test_text_alibi_explainer #2408
  • integration tests fails: cannot import name 'Turkey' #2403
  • [doc] link to #Setup-Cluster is broken #2386
  • Unable to add more than one model in shadow deployment #2383
  • where is tfserving-mnist chart? #2372
  • semverComapre broken in some kubernetes flavours resulting in CRDs not being installed #2367
  • Revert multiplexing in the Executor #2364
  • Seldon pipeline crashes when there are a high volume of requests #2358
  • SeldonCore and random 'upstream connect error or disconnect/reset before headersupstream connect error or disconnect/reset before headers' errors on /predictions #2347
  • TerminationGracePeriodSeconds not respected in CRD #2332
  • remove trailing slash from graph metadata endpoint in docs #2322
  • Go version causes lint issues #2320
  • [doc] where is "seldon wrappers guideline"? #2307
  • Address flaky test test_model_template_app_rest_metrics_endpoint #2293
  • transform_output_raw not working . It gets referred to transform-input endpoint when analysing logs #2277
  • kfctl 0.5.1 is not available anymore #2258
  • Default user ID is always set to 8888 #2142
  • duplicate tensorflow_model_server command between entrypoint and args using prepackaged inference server #2133
  • Existing Webhook Secret Clashes if own certificate provided when doing upgrade #2101
  • can only join a child process #2094
  • Ensure all model servers have pinned requirements and the full requirements.txt is included in the docs #2065
  • curl response of the example sklearn_iris_jsondata is "Unknown data type returned as payload (must be list or np array):None" #2063
  • upgrades briefly go to a Failed state before Available but work the whole time #2044
  • SeldonDeployment with just a shadow is allowed past validation #2022
  • Seldon Core operator Crashes when deployment with empty predictor is passed #2020
  • OpenAPI Validation for PredictiveUnits limited to 5 levels #1864
  • seldon-core-operator CRD's incompatible with K8s v1.18 #1675

Closed issues:

  • Add selectorpath for /scale subresource in SeldonDeployment CRD #2485
  • Dependabot can't resolve your Go dependency files #2464
  • Question about seldon-controller-manager setup on kubeadm #2452
  • Dependabot can't resolve your Go dependency files #2445
  • Add Concepts page to Seldon Core docs #2433
  • option to scrape prometheus less often #2401
  • Add Flag in the routing protocol to skip further processing and return #2400
  • Using ArgoCD to deploy Seldon-core-operator shows Webhooks as OutOfSync #2392
  • Add link to alibi notebooks to reference how the explainer models are built #2371
  • complex graph only expose endpoint for last metioned container and does not pass forward the output of the parent model #2370
  • Support YAML for SeldonDeployment definition in examples under seldon-core/helm-charts #2362
  • Add TreeShap Explainer example #2361
  • Update operator & executor k8s libraries to 1.18 (or 1.19) #2360
  • Inference Graph Example #2331
  • Setting and using SELDON_ENVIRONMENT for Request Logging to use one ELK Cluster for multiple Environment #2328
  • Setting and using SELDON_ENVIRONMENT for Request Logging to use one ELK Cluster for multiple Environment #2327
  • extend metadata schema to provide a field for custom entries #2312
  • Remove pytest-runner dependency from setup.py #2303
  • Remove dependency on deprecated pytest-runner #2302
  • Authentication support for ELK #2298
  • Add documentation and example for feedback reward leveraging custom metrics #2271
  • publish 1.2.2 RedHat operator #2244
  • MLFlow Model on MinIO Not Loading #2213
  • helm charts documentation #2203
  • Add / Extend docs on seldon-core-microservice #2202
  • Add "seldon.io" prefix path to all kubernetes labels associated with Seldon #2187
  • Change docker build context for executor to speed up build process #2186
  • Upgrade Alibi Integrations #2160
  • SeldonDeployment explainer description #2144
  • Remove storage.py from python module #2140
  • Refactor logging in Executor #2090
  • Make the helm chart generator part of the release script #2072
  • Upgrade k8s client API to 1.18+ #1949
  • silence flask logs from prometheus probing python wrapper #1907
  • Update SeldonDeployment Helm charts #1879
  • Grafana Dashboard not updating the deployments #1854
  • Hyphens in names cause the service orchestrator to start a grpc server #1850
  • SKLearn version support too low #1813
  • Seldon core wrapper support for Spring 2 #1796
  • Align GPU TF Python Image requirements and structure #1789
  • Investigate test_model_template_app_grpc_metrics flakiness #1745
  • support runtime request tags / metrics in thread/process safe way #1735
  • Support NVIDIA/KFServing V2 Data Plane #1648
  • Multiplex Http and gRPC traffic #1628
  • Update Kubeflow Example to 1.0 #1509
  • azure-storage-blob package update to 12.1.0 #1371
  • DownwardAPI fails validation in CRD #926
  • Update CRD to be Structural #641

v1.2.3 (2020-08-14)

Full Changelog

Fixed bugs:

  • Shadow model gets no traffic #2225
  • kubeflow central dashboard we could not see Manage Contributor menu #2223
  • Tensorflow session hangs in gunicorn worker process #2220
  • seldon operator giving error #2184
  • Python licenses change depending on the environment #2124

Closed issues:

  • Add source mirroring for MPL licensed dependencies #2263
  • Is it possible to pass init parameters to Predictor class through seldon-core-microservice #2250
  • How to solve race conditions between two requests. #2240
  • Update to use KFserving 0.4.0 artifacts #2236
  • Add CVE checks as part of CI #2183
  • GCP Marketplace Release Update #1804
  • Add kubernetes labels to help with selectors #1405

v1.2.2 (2020-07-28)

Full Changelog

Fixed bugs:

  • Alibi Detect Drift does not use batch #2194
  • Explainers are hardwired to seldon protocol #2185
  • Address build stability #2175
  • Seldon-batch-processor Issue #2173
  • Jenkins X Pipelines are not marked as finished #2148
  • Robustness of operator_upgrade notebook #2119
  • Unable to view feedback reward on Grafana dashboard #2115
  • MLFlowServer predict function ignores feature_names parameter #2113
  • Request logger drops incoming requests for traffic coming from a single model #2109
  • deep_mnist example: failed calling webhook "v1alpha2.mseldondeployment.kb.io" #2107
  • Duplicated Mutating Webhooks can Coexist without Notice #2103
  • READWRITEMANY does not work on GCP #2102
  • There is no spam.csv in dir examples/input_tranformer, the example input_tranformer doesn't work #2087
  • seldon-controller-manager crashing #2066
  • No module named 'sklearn.linear_model._logistic' when using the docker image seldonio/sklearnserver_rest:1.2.0 due to scikit-learn==0.20.3 #2059
  • python: Relink error in GPU image #2048
  • Seldon Azure Deep Mnist tutorial CrashLoopBackOff while creating pods #2043
  • Address flakiness of batch processing integration test #1985
  • "Empty Json Parameter in data" for model components in Spam Classifier Example #1938
  • ambassador helm chart deprecation warnings #1928
  • Tags created by components inside combiner don't propagate #1927
  • Duplicate ports defined in seldon-container-engine container #1799
  • idletimeout between envoy and executor #1797
  • Helm Chart - Seldon Core Analytics - extraEnv and VirtualService not working anymore. #1791

Closed issues:

  • CNCF-Runtime discussion/presentation(?) #2181
  • Make Azure dependency optional #2168
  • How to pass a contract.json as curl request. I keep getting bad data when i send a contract.json file as curl. #2151
  • Serving local (host) model with the prepackaged TensorFlow server #2146
  • Update version of Jaeger in Python wrapper #2143
  • Add to docs clarification on Routing not available in executor #2139
  • Upgrade k8s.io dependencies in the Executor #2134
  • Upgrade knative.dev deps in Operator #2128
  • bump zap from v1.10.0 to v1.15.0 #2127
  • upgrade istio.io dependencies in operator #2126
  • make mock-classifier a RELATED_IMAGE for redhat operator #2118
  • Upgrade controller-runtime in Operator #2116
  • Upgrade Operator dependencies that can be bumped without problems #2098
  • Remove Executor's dependency on client-go #2092
  • Upgrade Operator version in Executor deps #2091
  • Upgrade Executor dependencies that can be bumped without problems #2089
  • Update dependencies of Operator and Executor #2088
  • request logger retries #2079
  • allow loading wrapped model from installed package #2068
  • Is there a way to specify URL of swagger-ui static resources instead of https://cdnsjs.cloudflare.com in a intranet k8s cluster #2067
  • Determine 1st and 2nd Dependencies for Go operator and executor #2061
  • support multiple named tensors in seldon protocol and seldon-core client #2049
  • Drop podinfo volume name backwards compatibility transition in 1.3 release #2024
  • Return pointer instead of value in SeldonApiClient methods #2014
  • Enable production mode in Python server by default #1993
  • update UPGRADING.md with new name of rolling image #1989
  • re-define noEngine annotation #1976
  • Ability to return all outputs from tensorflow serving grpc #1965
  • Allow to specify model version for tensorflow serving #1964
  • Automate license check in CI linting pipeline #1932
  • pass ServiceAccountName in predictor to prepackaged servers initContainer #1865
  • Using "required" field for key values in helm chart #1784
  • Update Ambassador Circuit Breaker Example to have parallel requests #1753
  • Enable production settings in loggers #1737
  • Create a benchmarking framework #1731
  • GRPC Auth problem with GCP IAP #1719
  • Serialization of pre-processing pipeline for CI/CD #1713
  • Add and example Notebook for Istio Setup and Integrations #1712
  • Seldon Build Permission Denied #1689
  • Autogenerate an OpenAPI spec and SDK #1682
  • GPU deadlock for pytorch models using the python wrapper #1662
  • Convert Request Logger Example Scripts into Helm Chart #1511
  • Flask Theading bug, when using with sockeye and mxnet #1498
  • Improve release notes #1471
  • Migrate tutorials to use kind instead of Minikube #1256

Merged pull requests:

v1.2.1 (2020-07-01)

Full Changelog

Fixed bugs:

  • upgrading from 1.1 to 1.2 with existing sdep leads to volume mount error #2017
  • Seldon Operator automatic update from v1.1.0 to v1.2.0 causes seldondeployment failures #2009
  • Changing predictor.replicas causes all deployment pods to be replaced #2008
  • requests per second from seldon_api_executor_cient_requests_count not right? #2004
  • Cannot connect to metrics port 6000 for custom models wrapped with s2i. #1988
  • Helm switch rbac.create=false does not fully work #1982
  • serviceAccount.name not used in Helm chart templates #1977
  • executor service not targeting to executor #1975
  • Issue in "seldon-container-engine" with MLFLOW_SERVER #1922
  • Permission denied while reading ./openapi/seldon.json in seldon-container-engine #1855
  • Allow custom pip dependencies in MLFLOW_SERVER #1547
  • Stop integration tests if setup fails #1417

Closed issues:

  • upgrading notes for 1.2.1 #2051
  • Dependabot can't resolve your Go dependency files #2003
  • Set executor port from model deployment file #1974
  • Readiness probe failed seldon-container-engine while deploying the pipeline #1963
  • Potential dependency conflicts between seldon-core and opentracing #1867
  • Add documentation that explains how to configure the named port #1853
  • Built-in header based routing #1739
  • Update release process #1732
  • Include prepackeged servers in GA and version using version.txt #1726
  • Can't create resources under v1.18 #1678
  • Use zap.New instead of zap.Logger #1657
  • Wrong package for YAML #1609
  • Batch Processing Exploration for Seldon Core #1413
  • Offline Batch Integration #1391
  • Add Health and Status endpoints to grpc spec #1387

Merged pull requests:

v1.2.0 (2020-06-18)

Full Changelog

Implemented enhancements:

  • request logger to support bearer token auth #1773
  • Feature request: Provide a metadata endpoint with custom metadata #319

Fixed bugs:

  • Golang Service Orchestrator (Executor) fails to replace variables since no longer runs root #1955
  • seldon-single-model chart doesn't install #1942
  • How to access rolling accuracy metrics? #1926
  • curl command on seldon core overview doesn't work #1918
  • can't change analytics nodeExporter port #1916
  • Empty json parameter in data #1912
  • Multipart form data not passed between chain of seldon components #1899
  • Integration tests (test_mlflow) failing on Master #1896
  • Metrics notebook broken (gRPC) #1886
  • Helm chart seldon-manager role missing permissions for createResources: true #1885
  • Document Mistake about Endpoint Testing #1881
  • Routers not working with new Executor #1876
  • Notebook test failures #1869
  • Grafana Dashboard #1840
  • Publish new core builder image #1828
  • Feedback method is not handled in the engine's REST API #1825
  • Cant use the endpoint of kubernetes service created by the model #1824
  • Logs don't have information of which predictor it comes from #1817
  • Download specific Helm version in core-builder/Dockerfile #1811
  • Fluentd Helm Chart update breaks logs integration #1780
  • Seldon Core v1.1.0 helm chart has outdated seldon-config configmap #1779
  • Metrics executor local sample REST request fails #1770
  • Add XSS patches to executor #1766
  • Executor sample gRPC local loggger fails #1763
  • model server pods not created if controllerId set? #1758
  • Can't have a colon in the registry name with the Seldon-Core Python Package #1756
  • failed calling webhook #1742
  • Executor container not exposing core metrics #1729
  • problem configuring S3 access from MLFlow server #1727
  • seldon.io/rest-read-timeout for ambassador doesn't take effect in executor 1.1.0? #1724
  • createResources flag in helm chart looks backwards #1723
  • Incorrect seldon-core package version in 1.1.0 builder image #1718
  • custom tags in release 1.1.0 not working #1715
  • Scrape related annotations only in deployment and not in services caused prometheus to ignore seldon analytics metric endpoints #1705
  • Update swagger to work in executor and be up to date #1703
  • web client metrics not working #1685
  • com.google.protobuf.InvalidProtocolBufferException: com.google.gson.stream.MalformedJsonException: Unterminated array at line 1 column 32772 path $.data.ndarray[1] at io.seldon.engine.pb.JsonFormat$ParserImpl.merge(JsonFormat.java:1132) ~[classes!/:0.5.1-SNAPSHOT] at io.seldon.engine.pb.JsonFormat$Parser.merge(JsonFormat.java:313) #1680
  • Unable to use HPA with a pre-packaged "implementation:TENSORFLOW_SERVER" model due to "tfserving" container not having requests/limits defined #1676
  • Executor build failures #1663
  • Java wrapper do not accept application/json requests #1603
  • Images created with s2i don't work as explainers when added as containerspec #1549
  • Engine Thread Pool Configuration #1490
  • test_no_permission_bucket_gcs fails when run locally #1364
  • Benchmarking notebook fails with "Deployment not found" error #1177

Closed issues:

  • From Kubeflow to Seldon Documentation #1961
  • Update Payload Logger to use V1 Cloudevents #1958
  • Make Operator and Executor Dockefile executable dynamically linked #1951
  • Notebook Test Updates #1948
  • Update Licenses for 1.2 Release #1947
  • add managed-by label #1936
  • extend metadata to cover seldon message #1933
  • Seldon-core-microservice-tester command available for ambassador endpoint #1914
  • seldon-core-manager pod is getting restarted #1910
  • /metrics endpoint to return a json file #1905
  • Is /metrics endpoint accessible #1901
  • How seldon custom metrics work? Can it be seen on grafana? #1898
  • Ensure Upgrading to 1.2.0 complete #1888
  • Multiplex HTTP and gRPC on the operator #1887
  • Add back Java engine's integration tests #1878
  • option for request logging to go to a single namespace #1859
  • track cloudevents version #1857
  • Ensure all documentation links are relative #1851
  • update model metadata notebook example #1829
  • Kind test script Istio install failing with kubectl version v1.18.x #1802
  • Better names for metric ports of SeldonDeployment containers #1798
  • Create new Release PIpeline in Jenkins X that works on separate branch #1793
  • To pass customized input json without the mandatory jsonData parameter #1792
  • Add a section in the python docs to talk about environment.yaml for conda #1788
  • Get timeout error on seldon-container-engine if I set GUNICORN_WORKERS env #1777
  • Add explainer image version to configmap #1776
  • Allow access to headers in python wrapper #1769
  • Multiplex HTTP and gRPC on the executor #1762
  • GCP Marketplace Update CRD Create #1755
  • docs: have a single notebook that helm install minio #1740
  • RedHat version of core servers #1734
  • Pachyderm integration #1733
  • provide a graph-level model metadata #1728
  • RedHat Operator Updates for 1.1.0 #1710
  • Add docs for istio annotations #1707
  • log seldon-core and wrapper version after microservice start #1704
  • Running release script will remove chart comments #1690
  • add model metadata support #1638
  • allow to use Java engine if helm installation defaults to executor #1607
  • ensure we're using open source ambassador in examples #1581
  • High number of concurrent users causing Seldon API to timeout #1558
  • Add support to add ambassador circuit-breaker in seldon deployment #1556
  • Move notebook tests to separate test command #1538
  • com.google.protobuf.InvalidProtocolBufferException: null #1532
  • ENGINE_CONTAINER_SERVICE_ACCOUNT_NAME and EXECUTOR_CONTAINER_SERVICE_ACCOUNT_NAME is picking a default value #1508
  • UBI version of the latest Seldon operator image #1482
  • Request metadata: discussion and design #1480
  • Send back PUID on response #1460
  • Support custom client protobufs in grpc server #1420
  • Alibi:Detect Outlier Detection Integration #1393
  • Define future approach to metadata and metrics with new Executor #1362
  • Update outlier detection examples #1288
  • make ambassador shadow consistent with istio #1109
  • can we expose health check api in internal python service similar to what we have in external like /ping #770
  • Decouple tensorflow package from the base python seldon-core image. #564
  • intermittent UNIMPLEMENTED error from ambassador #473
  • conda-forge integration #341
  • Profile the CRD operator #167

Merged pull requests:

v1.1.0 (2020-04-16)

Full Changelog

Fixed bugs:

  • Client Go library for istio not backwards compatible #1695
  • Change executor timeouts #1691
  • Should only set istio route weight when seldon traffic field value > 0 #1658
  • [document] Seldon Core Roadmap is missing #1646
  • Clean up of VirtualServices active for non-istio scenarios #1631
  • Explainer prediction errors when spec-name or predictior-name change #1626
  • Explainer example notebook use v1alpha2 CRDS #1622
  • cifar10 custom logger not recording dataType #1617
  • wrapper compatibility table not visible in sphinx-rendered docs #1612
  • url with tensorflow protocol #1611
  • Ensure SNAPSHOT builds contain unique identified (hash, date, etc) #1605
  • PrePackaged Server deployment failure #1599
  • Duplicated VirtualServices entries #1594
  • Empty explainers on old deployments #1593
  • Inference graph becomes unavalible with no error in logs #1584
  • notebook links dead in mdincluded markdown files #1583
  • Changing names of componentSpecs causes reconcile error #1571
  • Different behaviors between seldon-engine v0.4.1 and v1.0.2 #1569
  • seldon-core-crd helm chart is out of date #1563
  • Add labels from componentSpecs.metadata to dpeloyments #1561
  • Istio creates different path to Ambassador for explainer #1548
  • Deployments created by Seldon are apps/v1 but HPA scaleTargetRef is extensions/v1beta1 #1533
  • Invalid JSON: Unexpected type for Value message when passing tuples in json_data #1527
  • Engine has multiple Makefiles and Dockerfiles #1521
  • Reduce flakiness on rolling update tests #1513
  • minio example #1506
  • missing python dependencies for integration tests #1504
  • Error in SeldonClient in debugger #1499
  • Jenkins X integration broken #1484
  • executor: tags do not propagate through inference graph #1474
  • seldonio/seldon-core-executor image versions need updating #1469
  • Seldon Core Deployment Istio virtualservice is only created until after the pod is ready resulting in service unavailable until it propagates #1461
  • Predictive Unit/Deployment Environment Variables not set by operator #1449
  • Errors in seldon_core_setup notebook #1440
  • Errors in helm_examples notebook #1436
  • Errors in explainer_examples notebook #1434
  • Executor version not updated in Kustomize during release #1432
  • Seldon controller crashes when submitting deployer #1418
  • Flakiness on integration tests #1402
  • operator/helm/create_templates.sh generated files can have order of sections different on different machines #1291

Closed issues:

  • logger to identify single-element numeric reqs or responses as 'number' #1699
  • Add Outlier and Drift examples to Seldon Core #1692
  • Create Alibi Detect Server #1667
  • Request for Java version of Seldon Grpc Client #1656
  • standardise requests in req logger #1644
  • SeldonClient doesn't currently work with explainers on gateway #1627
  • API group should be "machinelearning.seldon.io" not "machinelearning" #1615
  • Remove old docs folder #1610
  • Clarify for how long Java engine orchestrator will be supported #1608
  • Document s2i wrapper compatibility with Seldon Core 1.1 #1601
  • Be able to scale SeldonDeployment objects using kubectl #1598
  • Default Engine Java Opts exposes Vulnerability #1597
  • [document request] Add more technical details about service orchestrator #1596
  • Inquiry - Java JMX Server Security Vulnerability #1595
  • Add Scale SubResource to CRD #1592
  • Make inclusion of metrics in SeldonMessage configurable in 1.1 #1582
  • Passing status code back from executor service orchestrator #1574
  • Separate Jupyter Notebook Tests from E2E tests to improve speed of tests #1567
  • Avoid logging that custom_tags or custom_metrics is not implemented on every request #1565
  • Document compatbility of wrapper versions with seldon engine versions #1564
  • Surface reconcile errors as Events on the SeldonDeployment #1560
  • New protocol and transport fields should be moved to higher level in CRD #1552
  • Upgrade process from v1.0.2 #1551
  • Upgrade Blogs Section in Documentation #1550
  • seldon-core-analytics should not use hostPort #1539
  • The variable envSecretRefName currently has to be set up on a deployment level but would be required to have global default for seldon-core #1530
  • OpenShift 4.3 compatibility for Seldon-Operator 0.1.5 #1524
  • Add doc for all images used by Core #1515
  • request logging prominence in docs #1514
  • Change TFServing image in helm chart to point to specific version instead of latest #1512
  • Add top level registry prefix to Helm Charts for custom registries #1510
  • Allow for default Seldon Core request logger endpoint to be set on helm chart #1501
  • seldon support muti istio gateway #1500
  • Change explainer type to pointer in go struct #1485
  • Prediction API should define a dedicated image type #1478
  • Support Seldon Core v1 in Operator Framework Community Operator #1477
  • Expose /metrics prometheus endpoint in python wrapper #1476
  • Add breaking changes for 1.1 to docs #1475
  • Clean up examples #1467
  • failed calling webhook "mutating-create-update-seldondeployment.seldon.io": error #1462
  • Clean up notebook examples #1456
  • Remove benchmark_simple_model notebook #1455
  • executor tracing enhancement #1444
  • Sync s2i wrapper image versions with Seldon Core releases #1439
  • Ambassador setup fails to complete on minikube #1435
  • Seldon v1.0 CRD uses new (k8s 1.15) feature that not backward compatible with k8s versions (<= 1.14) #1431
  • Cherrypick PRs for 1.0.2 Release #1429
  • Document custom pre-packaged model servers #1416
  • new v1.0.0 CRD's resources validator is not backward compatible #1410
  • Support for Xgboost 0.9 #1394
  • Updated Seldon Data Plane #1389
  • Add annotation support for executor #1384
  • Possible enhance ambassador customization in seldon deployment #1378
  • Seldon controller pod crashes on deploy when no internet connection available #1374
  • request logging for shadows #1207
  • Integration tests for tracing #977
  • Custom errors raised in Python microservice don't make it back to the client #939
  • Prometheus nodes get evicted, limits could be added to avoid this #934
  • Scaling of SeldonSeployments #884
  • tensorflow-gpu #602
  • Reduce size of images created by Python wrapper #312
  • gRPC metrics not exposed to prometheus #302

Merged pull requests:

v1.0.2 (2020-02-17)

Full Changelog

Fixed bugs:

  • Explainer not garbage collected if spec updated #1427
  • Tensorflow REST example using inputs fail #1421
  • Missing binaries for grpcio 1.27 #1409
  • Customization of seldon ambassador url #1401
  • Import error for seldon_core module in python3 #1396
  • v1.0.0 Seldon operator crashes when fail to deploy sdep. #1385
  • Seldon Core Webhook Fails Randomly #1361
  • Segmentation violation in seldon operator #1359
  • module does not work once deployed to kubernetes #1345
  • Remove redundant travis build badges #1343
  • Namespaced operator duplicates Seldon deployments #1339
  • update redhat operator #1327
  • Internal build issue: PR builds intermittently fail with no space left on device #1322
  • ensure we have resource metrics in analytics #1317
  • hpa cannot work #1310
  • Existing resource conflict with Helm 3.x #1289
  • CVE-2019-18224 #1286
  • Update analytics docs with Helm v3 #1265
  • broken links to image descriptions #1249
  • Tox tests fail if py37 is not present #1247
  • Shadow example fails in Istio notebook #1179

Closed issues:

  • Update kustomize default resources for manager #1412
  • Add kubeflow install requirements #1411
  • helm value settings to configure seldon-controller-manager resources #1404
  • Wrong model format error when tried serving an xgboost trained model with seldon-core #1403
  • New Service Orchestrator #1388
  • Helm charts updates needed from kustomize on master #1375
  • replace print with logging in tests #1372
  • Add 3rd party licences to Docker images #1360
  • Ensure no downtime during operator updates #1354
  • How to craft an ambassador-config override with shadow mode #1347
  • Update InitContainer Downloader Image to latest kfserving containing s3 fix #1341
  • Seldon Core Operator fails to install on EKS #1320
  • Update Analytics Helm Chart #1297
  • Add operator tests to Jenkins X #1295
  • Update request logger #1293
  • Kubeflow 1.0 integration (Updating kubeflow repo to have latest Seldon 1.0) #1284
  • Internal REST based encoding schemes could be improved #1270
  • Default JVM heap max size (-Xmx) should be increased #1269
  • provide a docker image ready to run example notebooks? #1235
  • HPA does not work with RollingUpdate #1226
  • canary flag like shadow flag #1210
  • guidelines on annotations for metadata #1208
  • Seldon core analytics should scrape resource metrics #1206
  • google storage slowness - initializer hangs in PodInitializing #1204
  • snapshot helm chart not being published? #1203
  • Move inference servers and clients to root folder #1198
  • Wrong metrics service port #1197
  • resources for integration tests #1194
  • Cannot set GRPC Max message size annotation: ValueError #1165
  • Add run-linter PROW command via Jenkins X #1151
  • Engine failing to access /tmp folder when restricted Pod Policies in place. #1143
  • Merge Conda and regular Python s2i wrappers #1125
  • Explore alternatives to protobufs's Struct and Value #1119
  • Ensure only changing weight of predictor doesn't cause new rollout #1078
  • switching between application/x-www-form-urlencoded and application/json #1013
  • Empty Children array on a Seldon Deployment causes ArgoCD sync issues #1009
  • Forward headers that orchestrator gets to containers in the graph #967
  • Seldon Operator with Istio enabled does not work with Strict mTLS. #899
  • Custom timeouts might not be used with REST api #874
  • Prometheus endpoint sending invalid type for Histograms #740
  • tracing not sharing context from ambassador? #731
  • Deprecate s2i-python2 in examples #593
  • Allow route method to use metadata #591
  • Clearer usage/defaults or warnings about GRPC components in the deployment graph #553
  • Custom metrics in feedback #315

v1.0.1 (2020-01-15)

Full Changelog

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)

Full Changelog

Fixed bugs:

  • 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
  • Cannot create a SeldonDeployment having volumes of type projected and configMap. #1072

Merged pull requests:

v0.5.13 (2019-11-15)

Full Changelog

Closed issues:

  • Move API path from v0.1 to v1.0 #991

v0.5.12 (2019-11-15)

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v0.5.11 (2019-11-15)

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Closed issues:

  • Shadow deployment for Istio #741

v0.5.10 (2019-11-15)

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Fixed bugs:

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

v0.5.9 (2019-11-15)

Full Changelog

Closed issues:

  • Modify engine's Proto Value to JSON conversion to avoid int-to-float conversions in REST requests #948

v0.5.8 (2019-11-15)

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v0.5.7 (2019-11-15)

Full Changelog

Closed issues:

  • Update Python SeldonClient to handle JSON payloads #607

v0.5.6 (2019-11-14)

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v0.5.5 (2019-11-14)

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v0.5.4 (2019-11-14)

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Closed issues:

  • Improve speed of execution for integration tests #1032

v0.5.3 (2019-11-14)

Full Changelog

Closed issues:

  • Seldon AB testing - getting an error "info": "Parameter 'ratioA' is missing." #1081
  • remove old CRD generation #1079
  • Broken integration tests #1076
  • 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
  • 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
  • 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
  • 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
  • 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
  • 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

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:

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

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

v0.4.3 (2019-10-29)

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Closed issues:

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

v0.4.2 (2019-10-28)

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v- (2019-10-27)

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

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 > 31 characters #556
  • Not able be build python3.6 base image. #542
  • Fix status update for failed deployments #474 (cliveseldon)

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

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

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

v0.2.5 (2018-12-16)

Full Changelog

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

v0.2.4 (2018-11-07)

Full Changelog

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

v0.2.3 (2018-09-17)

Full Changelog

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

v0.2.2 (2018-07-18)

Full Changelog

Merged pull requests:

v0.2.1 (2018-07-09)

Full Changelog

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)

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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

v0.1.7 (2018-06-04)

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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

v0.1.6 (2018-03-29)

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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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