v1.16.0

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v1.16.0

19 April 2023

• Fix Alibi Detect tests #4799
• Update licenses for operator, executor and Python wrapper #4800
• Remove missing link to blog article #4801
• Fix security pipeline #4794
• updated overview.md with azureblob example #4796
• Bump MLServer to 1.3.0 (V1) #4788
• Ensure metrics.port value is used in operator's Deployment #4782
• Serve /v2/docs endpoint from executor #4755
• check for duplicate svc-name annotations #4744
• docs(upgrading): Core / K8s version compatibility + upgrade to SC 1.16 / K8s 1.25 #4777
• Use Istio gateway in server_examples notebook #4785
• Fix check for separate annotation pid #4741
• setup.py grpcio-reflection < 2 #4743
• Minior: Fix knative wording #4771
• Fixes check for invalid crd name #4747
• Delete r_wrapping_docker.md #4736
• use Debian 11 for Executor & Operator images #4737
• Remove debug line from integrations cript #4731
• Correct typo in cifar10_drift.ipynb #4738
• disable buildkit #4733
• Update .readthedocs.yml #4732
• fix(seldon operator): infinite service updating if extra defaults applied by k8s #4725
• Link to v2 codebase in v1 readme #4714
• Bump MLServer to 1.2.4 (V1) #4702
• HPA upgrade #4172
• fix service host for separate pods with prepacked servers #4528
• Add logger to ROUTERS #4533
• add note on Ansible not being for production #4697
• Ansible refactor #4683
• Remove last dot from constant #4691
• upgrade cryptography python package #4540
• chore: update setuptools version to 65.5.1 #4687
• Use constant from constants package #4672
• Update broken links and remove deprecated integration #4673
• Bump MLServer to 1.2.3 (v1) #4591
• Use FQDN in the host field of Istio resources #4408
• Upgrade istio and pdbs #4645
• Pointing links at v2 latest #4649
• Delete oprhaned services and update Ambassador docs #4600
• Changing v2 links to point at latest docs build #4637
• Update OWNERS #4635
• Update OWNERS_ALIASES #4636
• Add app-vulns flag to Python images #4608
• Fix CVEs for Alibi images #4612
• Update python_server.rst #4609
• remove mlserver scans #4581
• fix suffix for placeholder for V2 security scan worflow #4580
• add placeholder for V2 security scan worflow #4576
• Fix typo in doc #4566
• Fix: support models saved with mlflow=2 in mlflowserver conda_env_create #4505
• docs: update GUNICOR_THREADS default value in the docs #4559
• remove Zone.Identifier files #4556
• use ubuntu-latest for GHA #4550
• Fixed explainer to handle istio hosts annotation #4401
• Fix annotation updates and redo semantic equality using patch checker #4537
• Update controller gen and operator kubebuilder testing #4530
• Update default.yaml #4518
• Update seldon core v1 3rd party licenses #4522
• Add docs for python wrapper processes #4517
• Openshift update #4510
• Bump MLServer version to 1.2.1 #4502
• Start 1.16.0 dev #4484
• update licenses for 1.15.0 release #4480
• limit changelog to current version #4483
• Clarify use of SCv1 in Helm chart descriptions + fix typo #4485
• Adding SCV2 banners on docs homepage and github Readme #4482
• add hint to v2 images workflow #4475
• rename v2 images workflow extension #4471
• add placeholder for V2 image build worflow #4469
• adjust to executor use of ubi not ubi-minimal #4467
• Images update #4463
• Prefix v1 workflows #4464
• Fixes check for invalid crd name (#4747) #4746
• Add app-vulns flag to Python images (#4608) #4605
• release v1.16.0-release d6c26b6
• Update Helm chart docs 116fd01
• Update images.md 6ce1dd7

v2.4.0

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v2.4.0

18 April 2023

• Upgrade to go 1.19.8 due to CVE #4798
• Update copyright headers and 3rd party licenses for v2 release #4797
• Bump MLServer to 1.3.0 (V2) #4787
• feat(samples): Add kernel shap explainer for income model #4772
• Triton inference server upgrade to 23.03 release #4790
• feat(dataflow): Add missing filter for requests without input tensors #4779
• feat(dataflow): Use raw contents in joins if any message uses raw contents #4781
• fix(agent): Use type from storage config and enforce name matches config #4780
• refactor(agent): Format agent code #4784
• Fix model artifact versions #4774
• revert user to 1000 #4753
• Update rclone to 1.62.2 #4745
• Generating changelog for v2.4.0 784c4bf
• Setting version for helm charts 9c33dc0
• Setting version for yaml manifests 4bbd56f
• temp stash c4e33c9
• personal edits 6ccdf7f

v1.15.1

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v1.15.1

22 March 2023

• Upgrade cryptography python package #4540
• Fix CVEs for Alibi images #4612
• Use Debian 11 for Executor & Operator images #4737

v2.3.0

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v2.3.0

12 March 2023

• Use fix versions of images #4728
• update dataflow engine dependencies #4727
• Upgrade data engine k8s client #4726
• Update go-restful for v2 #4724
• Update icenses and copyright #4723
• Upgrade some packages for CVE - yaml.v3 and golang.org/x/text #4722
• Upgrade to go 1.19.7 in Docker builds #4721
• Recreate examples for mlserver 1.2.4 #4719
• Add parameter to dashboard by namespace #4720
• Docs: Add a section in Servers for setting extra capabilities #4718
• Allow jaeger image to be customized #4717
• Fix golang version in security tests #4716
• Allow for Kafka topic prefix customization #4674
• Add model server controlplane interface #4706
• Bump MLServer to 1.2.4 (V2) #4701
• Increase idle connection timeout to 30 minutes #4713
• Bump version of golint #4703
• Add note that Ansible is not for production #4695
• minor fixes #4682
• Major Ansible Refactor #4681
• Update Kafka install docs #4677
• Update .gitignore #4676
• Ensure settings for max message size #4675
• Adding logging section to FAQ #4662
• Regenerate Helm CRD yaml #4670
• add envs for starting zk and prometheus #4669
• Updated rclone docs #4664
• Add resource generic load, unload, status to CLI #4660
• Add scaling docs for V2 #4661
• Small CLI Updates #4650
• fix ansible #4651
• Retry on server load fail #4647
• fix typos in 2.2.0 testing #4644
• Generating changelog for v2.3.0 21f0b35
• Setting version for helm charts e64799e
• Setting version for yaml manifests d73ed13
• Update README.md 71ffcee

v2.2.0

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v2.2.0

6 February 2023

• Retry on server load fail #4647
• fix typos in 2.2.0 testing #4644
• do not report events if not set by scheduler #4643
• Fix available memory overflowing #4641
• k6 multiple models run #4626
• Bug fix and update to notebook #4639
• Migrate dataflow engine to UBI9 base image #4632
• v2: Add ability to load without model configuration files and add more examples #4624
• use ubi9 for seldon-rclone image #4633
• v2: Change to ubi images for go applications #4628
• Move Envoy image to UBI #4630
• Add CONTRIBUTING file (V2) #4629
• adding local batch example #4616
• Fix model progressing state getting stuck if agent dies #4621
• Dont hold a global lock when publishing to EventHub #4618
• Add app-vulns flag to V2 images #4619
• Stop Agent if subservices are not ready #4611
• Small cleanups and additions for v2 #4610
• Docs link update for mms #4607
• Update multi-model serving and overcommit docs #4606
• Fix CLI config bug and extend help #4604
• Add notes on Go module tags in release docs #4595
• Generating changelog for v2.2.0 cfe154c
• Generating changelog for v2.2.0 85eec07
• Setting version for helm charts f985d97
• Setting version for yaml manifests 699def5
• Generating changelog for v2.2.0 c0be215

v2.1.0

Changelog

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v2.1.0

17 January 2023

• updated notebook markdown #4593
• update income example and yamls #4592
• WIP: v2 licenses update #4588
• WIP: update copyright #4589
• Allow ServerConfig and Server labels and annotations to be passed to StatefulSet #4543
• Bump MLServer to 1.2.3 #4590
• Add SASL_SSL for Kafka Auth #4536
• Add bytes rawcontents correct handling and ensure headers are passed #4586
• AnchorText example for movies sentiment #4582
• Fix model delete hang when FailedSchedule #4583
• use helm to install Core v2 via Ansible #4574
• Fix SSL modelgateway kafka admin client bug #4584
• Update triton image to 22.11 everywhere #4585
• introduce Snyk security scans for V2 images #4575
• Add CLI config command to manage configs #4538
• Bump MLServer's message size #4571
• v2: Ensure grpc outgoing context has metadata #4568
• Change dataflow application id to unique #4569
• v2: update triton, grpc payload size, cli raw output processing #4560
• Retry ModelFailed models #4557
• bugfix: reference pipeline name after handling error #4548
• Fix grpc connection retry to control and data plane services #4551
• Pipeline inputs #4499
• add10 model settings #4546
• Update markdown transforming sed scripts #4500
• remove need for ONESHELL in go lint #4535
• Update local-over-commit-test.ipynb #4534
• Add an example k8s server pvc example #4529
• change stream id to use pipeline name #4512
• Add data-flow 3rd party license generation #4526
• Fix go license tool install #4524
• Update tls licenses and add summary #4523
• Seldon Core V2 Go 3rd party licenses #4520
• Link how to install docker compose v2 from github releases #4516
• Fix possible SIGSEV after producer close in modelgateway #4515
• Ensure x-request-id header matches kafka key #4511
• Upgrading docker compose CLI command #4498
• Disable autoscaling tracking on agent for models that are fixed #4501
• add a notebook test for changing model replicas #4504
• Bump MLServer version to 1.2.1 #4503
• [SCv2] Improve inference docs re routing and headers #4481
• Enable GPU for docker-compose deployment #4496
• Return meaningful error on empty bucket sync for model uri #4487
• v2: Autoscaling docs - small updates #4491
• improve landing README #4493
• Temporary fix for envtest for operator #4492
• update readme #4490
• Fix model load order and delete rclone folders #4477
• Update API protocs with latest protoc #4476
• do not include V1 changes in V2 changelog #4473
• Generating changelog for v2.1.0 428cbb8
• Setting version for helm charts 2502ad6
• Setting version for yaml manifests 21e2970

v1.15.0

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v1.15.0

5 December 2022

• Images update #4463
• Bump MLServer version to 1.2.0 #4448
• add tar to wrapper image as it is missing after move to ubi-minimal #4458
• 4041 upgrading jaeger #4406
• Bump MLServer version to 1.2.0 #4448
• add tar to wrapper image as it is missing after move to ubi-minimal #4458
• Removing dependabot bot #4456
• factored out _make_rest_metrics_server #4446
• 4041 upgrading jaeger #4406
• Factor out _make_run_grpc_server #4351
• update kind in ansible setup #4440
• Add missing related images for v2 protocol #4437
• Improve Kafka config handling in executor #4435
• Set allowPrivilegeEscalation to false as default value for the service orchestrator #4427
• Allow urllib3 >= 1.26.5 #4394
• push of MLServer images for Red Hat certification #4417
• Enable SSL_SASL for executor request logging #4416
• scan -sc images only for 1.15.0 #4419
• add mlserver-sc and mlserver-sc-slim to security scans #4418
• Update libraries to solve CVEs reported for 1.15.0 build #4405
• Openshift move to quay #4392
• Fix Conda download version #4393
• Fix vim CVE in Alibi images #4343
• Reverted Conda base image to 4.13.0 until patched in 4.14.0 #4390
• Ambassador v2 support #4290
• factored out make_rest_server_debug/prod #4268
• update k8s versions #4350
• Use timer instead of time.After to prevent memory leaks in logger #4338
• Fix resource lock type #4342
• Embedding intro video in docs #4337
• update conda in base image and use ubi9 #4329
• Add reference for V2 Inference Protocol #4325
• Add progress deadline support for SDeps #4235
• Change service key to allow container services to always match correctly #4043
• added comments about routing in predictChildren #4267
• Add UTF-8 support for Flask jsonify #4271
• Ensure request is chained before payload is logged #4301
• Adding licenses updates as part of the post-release process #4289
• add upgrading note on Flask 2.x upgrade #4288
• move to Flask 2.x #4286
• 1.14.1 to master #4287
• Added fix for clashing zombie webhook #4265
• Make verbosity configurable and not leak sensitive values #4249
• Added fix for webhook issues on 1.12.0 #4256
• Update stalebot.yml #4250
• Adding prepackaged server separate pod instructions #4238
• doc: add util comment && identation #4242
• Adding stalebot for issues and PRs with defaults #4232
• Fixed trailing dash created from helm split resources #4230
• Fix Typo in Readme.md #4228
• enh: Add support to configure PrepackedTriton with no storage initialiser #4216
• Added fix for removed guard on webhook #4218
• fixes foldering of the gpt2 minio notebook #4197
• Allow leader election controls for manager #4211
• factored out parse_args #4213
• upgrade pip, conda and setuptools in s2i image #4210
• Fix logging args.grpc_workers #4212
• renamed server_[123]func to server[rest|grpc|custom]_func #4214
• typo fix in logging bind_address of gRPC server #4200
• fix metadata #4207
• typo fix in logging number of gRPC threads used #4194
• typo fix in logging number of gRPC workers #4195
• fix link to minio example in triton page #4196
• Added 1.15.0-dev tag #4174
• add missing yaml styling for snippets #4170
• update rest_predict_seldon hardcoded version in route #4161
• update licenses for 1.15.0 release 449510d
• Release 1.15.0 3502d35
• new AWS installation guide and updated nav to reflect it 127ce8d

v2.0.0

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v2.0.0

2 December 2022

• do not include V1 changes in V2 changelog (#4473) #4474
• fix image build #4470
• Update docs to reference new SCv2 location #667
• Rename Go modules for repo migration #666
• Improve logging for config and log levels #453
• Remove versions dropdown and align top bar with SCv1 docs #665
• Fix nil pointer exception on scheduler restart #664
• Add ReadTheDocs config file #663
• remove unnecessary event on unload #662
• Fix http calls mirror pipelines not working #660
• Fix experiment stop #661
• Agent grpc server max connections #655
• adjust workflows for migration #654
• Fix Server replica Helm templating #648
• Add new constant rate scenario #652
• revert pipeline create changes #651
• use consistent name for consumer groups #649
• k6 docker file fixes #637
• Change to use mlserver 1.2.0 #647
• Add ability to wait on 3 termination for drain #644
• Add Helm parameterisation for server replicas #643
• Update trailer check to one if block #642
• Add huggingface capability to Helm charts #641
• only add trailers headers if not nil #640
• set parallel workers to zero for explainers and update notebooks #632
• Use kafka 3.3.1 by default #631
• Prevent terminationGracePeriodSeconds being treated as string in helm charts #628
• Run misspell -w . on docs #626
• Fix typos in pipeline docs #625
• fix type of terminationGracePeriodSeconds in helm charts #623
• Pipeline Readiness #547
• HPA server autoscale #590
• MLServer update to 1.2.0.rc5 #617
• set chart version also for seldon-core-v2-certs #620
• Add validation for empty pipeline steps #607
• Adding UnloadEnvoyRequested model replica state #616
• Add securityContext parameterisation to Kubernetes manifests for OpenShift compatibility #606
• Run all notebooks and updates to pipeline validation #597
• Model gateway logs #613
• Fix k8s version updates #612
• Respect MLServer content type in pipeline gateway http server responses #600
• Add omitempty tag to parallel_workers field #603
• Add resource parameterisation for all components in Helm chart #596
• remove duplicated seldon-v2-crds file #594
• Ensure kafka consumer reconnects happen by not ending consumers #595
• Add pipeline state to k8s resource status #591
• Fix pipeline http calls to use headers and reintroduce prom metrics removed #580
• Revert to vanilla notebook to markdown conversion #585
• Update kind and k8s versions in Ansible setup #586
• Return model name in pipeline errors #583
• Add Apache 2 Licence to code files #584
• Override config file with CLI args for Seldon CLI #579
• add rolling update md #582
• Updates for Model rolling updates #566
• Quickfix/cli pipeline error #572
• Quickfix/agent scheduler restart #568
• Issue 561 pipeline err #569
• Remove redundant pipeline gateway and agent Prometheus metrics #554
• Ensure model gateway keeps recalling scheduler and does not restart #563
• Docs fix for readthedocs static images #565
• Fix static image uris #564
• Quickfix/fixstop notready #559
• Updating styles + new images #548
• Agent startup bug fix #558
• only output warning in case of error #556
• Add missing Ansible config vars + fix incorrect docs on metric names #553
• Remove namespace from Prometheus metric names #550
• Issue 518 agent stop cmd #523
• small fixes for huggingface demo #549
• Fix initial routes for Pipelines and delete of Pipelines from Envoy #543
• cert download script and docs #544
• Add LICENSE and script to add copyright to Go files #542
• fix space in go file name #541
• Speech to Sentiment Example Updates #540
• Quickfix/add paper reference #525
• Huggingface Speech to Sentiment Example #519
• Bump MLServer version #538
• small fixes for mlserver, docs and envoy yaml #537
• [CLI] Support authority headers for control-plane subcommands #531
• Add missing Envoy patch file for Kustomize generation of Helm charts #536
• [CLI] Use positional args for resource name in CLI server-status subcommand #533
• [CLI] Use cURL-style request metadata logging for gRPC #528
• Add gRPC service name prefix in components Helm chart #530
• Add initial drift and outlier docs #529
• [CLI] Support authority headers for inference requests #526
• Use cURL-style request metadata logging in Seldon CLI #524
• Add Helm parameterisation for scheduler and Envoy service types #520
• Add a note about resetting model autoscaling #517
• Update autoscaling docs #514
• Issue 507 model autoscaling docs #513
• Add huggingface as runtime and example #511
• Install doc updates and developer doc additions #510
• Add server and certs Helm charts and raw manifests to published assets #508
• ...

v1.14.1

v1.14.1

17 August 2022

• Added fix for clashing zombie webhook #4265
• fix workflow on red hat image scan process #4259
• Make verbosity configurable and not leak sensitive values #4249
• Make verbosity configurable and not leak sensitive values #4249
• Added fix for webhook issues on 1.12.0 #4256
• Update stalebot.yml #4250
• Adding prepackaged server separate pod instructions #4238
• doc: add util comment && identation #4242
• Adding stalebot for issues and PRs with defaults #4232
• Fixed trailing dash created from helm split resources #4230
• Fix Typo in Readme.md #4228
• enh: Add support to configure PrepackedTriton with no storage initialiser #4216
• Added fix for removed guard on webhook #4218
• fixes foldering of the gpt2 minio notebook #4197
• Allow leader election controls for manager #4211
• factored out parse_args #4213
• upgrade pip, conda and setuptools in s2i image #4210
• Fix logging args.grpc_workers #4212
• renamed server_[123]func to server[rest|grpc|custom]_func #4214
• typo fix in logging bind_address of gRPC server #4200
• fix metadata #4207
• typo fix in logging number of gRPC threads used #4194
• typo fix in logging number of gRPC workers #4195
• fix link to minio example in triton page #4196
• Added 1.15.0-dev tag #4174
• add missing yaml styling for snippets #4170
• update rest_predict_seldon hardcoded version in route #4161
• certified operator: create bundle (step 1) 602b4c2
• update 1.14.0 community bundle for OpenShift 05ec72b
• release 1.14.1 eefa9e4

v1.14.0

v1.14.0

16 June 2022

• Fixed operator redhat image #4157
• fix broken mlflow model build #4155
• Bump MLServer version to 1.1.0 #4148
• Upgrade to k8s 0.23 APIs, remove v1beta1 as default, upgrade KEDA #4136
• Create graph-modes.md #4144
• Fix typo in error message for Anchor tabular #4145
• fix transport missing in executor #4107
• fix alibi tests #4142
• Broken docs test fix removing reference to Tree #4141
• Fix. Ensemble model. Previouse not saved data in jagear. Working with Jagear and Istio #4139
• Add optional manual commit to seldon kafka server #4117
• update kind #4135
• use alternative multiprocessing library if USE_MULTIPROCESS_PACKAGE i… #4114
• upgrade alibi explain to 0.7.0 #4112
• Update cache folder and bump MLServer image #4094
• Adding protocol info to executor payload logging worker #4077
• Don't hardcode UID for Triton containers #4099
• Sorted metric tags to avoid duplicate prom data with gRPC requests #4006
• respect envSecretRefName coming from helm values #4089
• minor type fix #4086
• Huggingface optimum prepackaged server #4081
• Adding configuration for feature level drift metrics #4079
• Fixed random seed for anchor explanation #4078
• Re-setting numpy random seed to zero on every explain request #4076
• Pass through model name env var for MLServer #4069
• Update seldon-deployment.rst #4075
• Adding tests to explicitly state expected behaviour of v2 protocol chaining in REST #4061
• add prometheus operator docs #4038
• change versions we test upgrade of operator from #4066
• lock jager operator helm chart to fix integration tests #4064
• Protocol specific ready checkers #4028
• fix(executer): Forward parameters while chaining models via kfserve grpc #4054
• Outlier example poetry #4055
• fix removal of request logger to fix CI #4044
• Enabling optional grpc server on python level only #4027
• Removed request logger from github security workflows #4039
• Python request logger example component deprication and removal #4016
• Extended GPT2 MLServer Pipeline Example to include post-processor #4035
• Updated CPP example to use latest 3.8 base image #4026
• allow priorityClassName for manager #4030
• Updating model inputs for new schema #4032
• Updating typings for prediction API documentation #4025
• Fixed Flask breaking version by werkzeug dependency limit to 2.1 #4018
• Update ab_test_2pods.json #4020
• Decompress prediction events before logging to kafka topics #4005
• Updated poetry environment and lockfile for Alibi Detect 0.9.0 #4001
• update sklearn iris example #3995
• Release v1.13.1 for OpenShift #3987
• Bumping rclone image version to 1.57.0 #3990
• fix example yaml file error in README.md #3994
• added tag for s2i python image #3992
• Fixing nbqa linting for latest notebook #3991
• support traffic settings for shadow deployment with istio #3780
• Issue #3968: Allow hostNetwork=true for seldon operator #3971
• Updating explainer docs into 0.6.4 #3976
• Add TLS to Kafka Consumer and also add Kafka + KEDA + TLS example #3977
• Merging 1.13.1 changelog and update to 1.14.0-dev images #3962
• Bumping rclone image version to 1.57.0 (#3990) #3973
• Updating changelog to 1.13.1 adf6c54
• Release v1.14.0 158950f