Hopsworks

[HOPSWORKS-2303](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2303) Change python pip search to use pypi simple index and JSON API

[HOPSWORKS-2293](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2293) Fix test for kvm

Improvement

[HOPSWORKS-2484](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2484) Fix SSL/TLS settings for Glassfish network listeners

[HOPSWORKS-2460](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2460) Create admin end-point for user management

[HOPSWORKS-2433](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2433) Azure Root CA missing from glassfish trust store.

[HOPSWORKS-2432](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2432) TLS for Resource Manager UI

[HOPSWORKS-2423](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2423) Advertise Rondb managment node through consul

[HOPSWORKS-2422](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2422) Advertise Kafka brokers through Consul

[HOPSWORKS-2421](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2421) \[ndb-chef\] Fix config.ini for RonDB

[HOPSWORKS-2408](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2408) Feature store activity should return validation results

[HOPSWORKS-2405](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2405) Upgrade Python version we install in recipes

[HOPSWORKS-2404](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2404) remove metadata designer code

[HOPSWORKS-2396](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2396) Add AzureML Studio notebook

[HOPSWORKS-2368](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2368) Do not require API token for working with public GitHub and Gitlab repos using Jupyter

[HOPSWORKS-2367](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2367) Hopsworks Connector Docs

[HOPSWORKS-2366](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2366) Replace service with systemctl in recipes

[HOPSWORKS-2351](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2351) derived fg provenance tests - links/usage

[HOPSWORKS-2345](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2345) Get Kafka Broker Endpoints through REST Api

[HOPSWORKS-2336](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2336) It should not be mandatory to provide a version when installing a pip or conda library

[HOPSWORKS-2314](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2314) Snowflake connector

[HOPSWORKS-2247](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2247) Replace feature store job tracking with provenance

[HOPSWORKS-2139](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2139) Use Hudi commit ID as statistics timestamp

[HOPSWORKS-2071](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2071) Data validation v2

[HOPSWORKS-2052](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2052) Save preferences for dataset and experiments filter

New Feature

[HOPSWORKS-2474](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2474) Docker job

[HOPSWORKS-2458](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2458) Online-FS Service Integration

[HOPSWORKS-2399](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2399) Add new frontend deployment

[HOPSWORKS-2384](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2384) Add support for coalesce in training dataset

[HOPSWORKS-2195](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2195) Attach Jupyter configuration to notebook as Xattr

[HOPSWORKS-1978](https://logicalclocks.atlassian.net/browse/HOPSWORKS-1978) schematized tags

Sub-task

[HOPSWORKS-2193](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2193) Add support for request batching

[HOPSWORKS-2185](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2185) Implement inference controller

[HOPSWORKS-2106](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2106) Implement storage initializer webhook for KFServing

Task

[HWORKS-442](https://hopsworks.atlassian.net/browse/HWORKS-442) Add log aggregation load test

[HWORKS-443](https://hopsworks.atlassian.net/browse/HWORKS-443) Disable Hiveserver2 Web UI

[HWORKS-451](https://hopsworks.atlassian.net/browse/HWORKS-451) Upgrade payara to 5.2022.5 to fix CVE-2022-42920

[HWORKS-455](https://hopsworks.atlassian.net/browse/HWORKS-455) Remove old tours

[HWORKS-457](https://hopsworks.atlassian.net/browse/HWORKS-457) Create users\_groups view outside flyway

[HWORKS-462](https://hopsworks.atlassian.net/browse/HWORKS-462) Remove Gemfile.lock file from community tests

[HWORKS-145](https://hopsworks.atlassian.net/browse/HWORKS-145) Remove ROCM Code

[HWORKS-146](https://hopsworks.atlassian.net/browse/HWORKS-146) Docker image anaconda python environment should use python 3.8

[HWORKS-155](https://hopsworks.atlassian.net/browse/HWORKS-155) Mention hops python library as deprecated from 3.0 in docs

[HWORKS-161](https://hopsworks.atlassian.net/browse/HWORKS-161) Add final status to Python Jobs

[HWORKS-162](https://hopsworks.atlassian.net/browse/HWORKS-162) Don't show "service user" role if it's not app

[HWORKS-163](https://hopsworks.atlassian.net/browse/HWORKS-163) Hopsworks python jobs api should not check if the job already exists

[HWORKS-165](https://hopsworks.atlassian.net/browse/HWORKS-165) Disable ee\_ml\_pipeline spec

[HWORKS-166](https://hopsworks.atlassian.net/browse/HWORKS-166) conda-chef ignores tmp\_directory attribute when installing miniconda

[HWORKS-167](https://hopsworks.atlassian.net/browse/HWORKS-167) Remove dev/SNAPSHOT version from hsfs, hsml and hopsworks API docs

[HWORKS-169](https://hopsworks.atlassian.net/browse/HWORKS-169) Bump version of commons-text due to CVE-2022-42889

[HWORKS-171](https://hopsworks.atlassian.net/browse/HWORKS-171) model version should be downloaded in temp directory instead of current working directory

[HWORKS-172](https://hopsworks.atlassian.net/browse/HWORKS-172) Do not overwrite mysql server log files

[HWORKS-173](https://hopsworks.atlassian.net/browse/HWORKS-173) Explicitly set JAVA\_HOME when calling hash.sh in elastic-chef

[HWORKS-190](https://hopsworks.atlassian.net/browse/HWORKS-190) Hopsworks-chef should allow installation of custom certificate for Hopsworks UI

[HWORKS-191](https://hopsworks.atlassian.net/browse/HWORKS-191) Run unit tests, license checker and vulnerability checker on pull request review

[HWORKS-192](https://hopsworks.atlassian.net/browse/HWORKS-192) Fix master to use latest version of HopsHadoop 3.2.0.8-SNAPSHOT

[HWORKS-199](https://hopsworks.atlassian.net/browse/HWORKS-199) Should be possible to get python library version using .\_\_version\_\_

[HWORKS-201](https://hopsworks.atlassian.net/browse/HWORKS-201) Investigate git clone failing on multi-VM setup

[HWORKS-202](https://hopsworks.atlassian.net/browse/HWORKS-202) Add project under creation flag

[HWORKS-204](https://hopsworks.atlassian.net/browse/HWORKS-204) Support for installing .whl and requirements.txt using hopsworks python SDK

[HWORKS-207](https://hopsworks.atlassian.net/browse/HWORKS-207) Add Docs on how to configure LDAP from Payara UI

[HWORKS-210](https://hopsworks.atlassian.net/browse/HWORKS-210) jupyter threads fill up executor pool

[HWORKS-213](https://hopsworks.atlassian.net/browse/HWORKS-213) hopsworks python SDK API doc code samples should use hopsworks.login\(\)

[HWORKS-223](https://hopsworks.atlassian.net/browse/HWORKS-223) Remove username prefix from cloned git repository folder name

[HWORKS-243](https://hopsworks.atlassian.net/browse/HWORKS-243) Documentation on how to export audit logs to third party platform

[HWORKS-244](https://hopsworks.atlassian.net/browse/HWORKS-244) Documentation on how to export metrics to third party platform

[HWORKS-245](https://hopsworks.atlassian.net/browse/HWORKS-245) Documention that new github fine-grained tokens are not supported yet

[HWORKS-256](https://hopsworks.atlassian.net/browse/HWORKS-256) \[hopsworks-chef\] Deploy user supplied intermediate certificate for Glassfish

[HWORKS-257](https://hopsworks.atlassian.net/browse/HWORKS-257) Improve data validation testing in loadtest

[HWORKS-259](https://hopsworks.atlassian.net/browse/HWORKS-259) Sync ldap groups upon user login

[HWORKS-263](https://hopsworks.atlassian.net/browse/HWORKS-263) Make LDAP groups Hopsworks Project synchronization more granular that hour

[HWORKS-289](https://hopsworks.atlassian.net/browse/HWORKS-289) Add enable\_git\_pull\_only flag

[HWORKS-290](https://hopsworks.atlassian.net/browse/HWORKS-290) Add enable\_data\_science\_profile flag

[HOPSWORKS-3040](https://hopsworks.atlassian.net/browse/HOPSWORKS-3040) Use informers in the model-serving-authenticator server

[HOPSWORKS-3036](https://hopsworks.atlassian.net/browse/HOPSWORKS-3036) Kerberos and LDAP Docs

[HOPSWORKS-3034](https://hopsworks.atlassian.net/browse/HOPSWORKS-3034) Move azure OAuth2 doc from cloud to admin

[HOPSWORKS-3030](https://hopsworks.atlassian.net/browse/HOPSWORKS-3030) Add hopsworks debug flag

[HOPSWORKS-3028](https://hopsworks.atlassian.net/browse/HOPSWORKS-3028) Extend JWT token lifetime

[HOPSWORKS-3016](https://hopsworks.atlassian.net/browse/HOPSWORKS-3016) Improve Logstash Resource Utilization Configurability

[HOPSWORKS-3014](https://hopsworks.atlassian.net/browse/HOPSWORKS-3014) \[consul-chef\] Attribute to change Consul client bind interface

[HOPSWORKS-3012](https://hopsworks.atlassian.net/browse/HOPSWORKS-3012) Add dummy file in HopsFS for External Training Datasets to support Keywords/Tags

[HOPSWORKS-3011](https://hopsworks.atlassian.net/browse/HOPSWORKS-3011) Decrease logstash pipeline workers for each pipeline

[HOPSWORKS-3008](https://hopsworks.atlassian.net/browse/HOPSWORKS-3008) Upgrade Fink to 1.14.3 release

[HOPSWORKS-3007](https://hopsworks.atlassian.net/browse/HOPSWORKS-3007) Limit TLS versions used by elastic

[HOPSWORKS-3006](https://hopsworks.atlassian.net/browse/HOPSWORKS-3006) Add Expectation Suite Logic between common and persistence layer

[HOPSWORKS-3005](https://hopsworks.atlassian.net/browse/HOPSWORKS-3005) Duplicate Expectation persistence logic to ExpectationSuite objects

[HOPSWORKS-3004](https://hopsworks.atlassian.net/browse/HOPSWORKS-3004) Duplicate Expectation API logic to ExpectationSuite objects

[HOPSWORKS-2999](https://hopsworks.atlassian.net/browse/HOPSWORKS-2999) HSFS Hive engine should throw proper errors for all unsupported methods

[HOPSWORKS-2998](https://hopsworks.atlassian.net/browse/HOPSWORKS-2998) Hopsfs-mount fails in git container on VM with TLS disabled

[HOPSWORKS-2996](https://hopsworks.atlassian.net/browse/HOPSWORKS-2996) Add git integration documentation

[HOPSWORKS-2995](https://hopsworks.atlassian.net/browse/HOPSWORKS-2995) Add job configuration documentation

[HOPSWORKS-2992](https://hopsworks.atlassian.net/browse/HOPSWORKS-2992) Jupyter update endpoint should update the entire settings

[HOPSWORKS-2985](https://hopsworks.atlassian.net/browse/HOPSWORKS-2985) Add ssl\_verify flag in condarc file

[HOPSWORKS-2974](https://hopsworks.atlassian.net/browse/HOPSWORKS-2974) HSML support in non-kubernetes installations

[HOPSWORKS-2970](https://hopsworks.atlassian.net/browse/HOPSWORKS-2970) Fix dependency-check

[HOPSWORKS-2966](https://hopsworks.atlassian.net/browse/HOPSWORKS-2966) LDAP and Kerberos fixes for new UI

[HOPSWORKS-2960](https://hopsworks.atlassian.net/browse/HOPSWORKS-2960) Migrate User management docs

[HOPSWORKS-2956](https://hopsworks.atlassian.net/browse/HOPSWORKS-2956) Move/clean up hive certificates when using HSFS external client

[HOPSWORKS-2955](https://hopsworks.atlassian.net/browse/HOPSWORKS-2955) default `train_split` property to "train"

[HOPSWORKS-2949](https://hopsworks.atlassian.net/browse/HOPSWORKS-2949) Add Client IP and User Agent to the Hopsworks audit logs

[HOPSWORKS-2921](https://hopsworks.atlassian.net/browse/HOPSWORKS-2921) Migrate Alert docs

[HOPSWORKS-2918](https://hopsworks.atlassian.net/browse/HOPSWORKS-2918) Register built-in transformations by defaut for every project in backend

[HOPSWORKS-2897](https://hopsworks.atlassian.net/browse/HOPSWORKS-2897) Remove old feature store UI

[HOPSWORKS-2832](https://hopsworks.atlassian.net/browse/HOPSWORKS-2832) Support serving custom predictor scripts without model files

[HOPSWORKS-2715](https://hopsworks.atlassian.net/browse/HOPSWORKS-2715) Support for 'requested' and 'limited' pod resources configuration

[HOPSWORKS-2543](https://hopsworks.atlassian.net/browse/HOPSWORKS-2543) add support to `insert_stream()` to ingest data into offline fs

[HOPSWORKS-2496](https://hopsworks.atlassian.net/browse/HOPSWORKS-2496) Split up JDBC Storage Connector arguments from string into class attributes

[HOPSWORKS-2032](https://hopsworks.atlassian.net/browse/HOPSWORKS-2032) Remove unused parameters for small files from hops-hadoop-chef

New Feature

[HOPSWORKS-3215](https://hopsworks.atlassian.net/browse/HOPSWORKS-3215) Make Proxy use JWT

[HOPSWORKS-3214](https://hopsworks.atlassian.net/browse/HOPSWORKS-3214) \[hops-hadoop-chef \]fix wrong param name in hdfs-site.xml

[HOPSWORKS-3203](https://hopsworks.atlassian.net/browse/HOPSWORKS-3203) Add training dataset support for GCS connector

[HOPSWORKS-3199](https://hopsworks.atlassian.net/browse/HOPSWORKS-3199) Add loging page overwrite option

[HOPSWORKS-3120](https://hopsworks.atlassian.net/browse/HOPSWORKS-3120) Quotas enforcement

[HOPSWORKS-3054](https://hopsworks.atlassian.net/browse/HOPSWORKS-3054) Stream Feature Group Python Engine ingestion

[HOPSWORKS-3010](https://hopsworks.atlassian.net/browse/HOPSWORKS-3010) Add Google BigQuery Connector

[HOPSWORKS-2988](https://hopsworks.atlassian.net/browse/HOPSWORKS-2988) REST API Great Expectations DTO

[HOPSWORKS-2987](https://hopsworks.atlassian.net/browse/HOPSWORKS-2987) Add create GE store method to ValidationPipeline class

[HOPSWORKS-2986](https://hopsworks.atlassian.net/browse/HOPSWORKS-2986) Data Validation Hopsworks3

[HOPSWORKS-2947](https://hopsworks.atlassian.net/browse/HOPSWORKS-2947) \[FeatureView\] Implement PrepareStatementResource

[HOPSWORKS-2946](https://hopsworks.atlassian.net/browse/HOPSWORKS-2946) \[FeatureView\] Implement TransformationResource

[HOPSWORKS-2945](https://hopsworks.atlassian.net/browse/HOPSWORKS-2945) \[FeatureView\] Implement activity endpoints

[HOPSWORKS-2944](https://hopsworks.atlassian.net/browse/HOPSWORKS-2944) \[FeatureView\] Implement keyword related endpoints

[HOPSWORKS-2943](https://hopsworks.atlassian.net/browse/HOPSWORKS-2943) \[FeatureView\] Implement QueryResource

[HOPSWORKS-2942](https://hopsworks.atlassian.net/browse/HOPSWORKS-2942) \[FeatureView\] Implement TagResource

[HOPSWORKS-2941](https://hopsworks.atlassian.net/browse/HOPSWORKS-2941) \[FeatureView\] Implement TrainingDatasetResource

[HOPSWORKS-2844](https://hopsworks.atlassian.net/browse/HOPSWORKS-2844) Add autoscaling information to the /metrics endpoint

[HOPSWORKS-2741](https://hopsworks.atlassian.net/browse/HOPSWORKS-2741) Add Kafka storage connector

Sub-task

[HOPSWORKS-1851](https://hopsworks.atlassian.net/browse/HOPSWORKS-1851) Show feature store info in search

Task

[HOPSWORKS-3256](https://hopsworks.atlassian.net/browse/HOPSWORKS-3256) Remove old feature store tour job files

[HOPSWORKS-3218](https://hopsworks.atlassian.net/browse/HOPSWORKS-3218) Support custom KServe TensorFlow version

[HOPSWORKS-3179](https://hopsworks.atlassian.net/browse/HOPSWORKS-3179) Add catboost and xgboost libraries to base environment

[HOPSWORKS-3178](https://hopsworks.atlassian.net/browse/HOPSWORKS-3178) Remove Deequ based data validation in favour of GE

[HOPSWORKS-2639](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2639) NPE with no Databricks Clusters in Feature Store Integration

[HOPSWORKS-2634](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2634) Feature order not respected in training dataset prepared statement

[HOPSWORKS-2631](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2631) SYNC\_BASE\_ENV operation should also show error logs in case of failure

[HOPSWORKS-2628](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2628) OnlineFS schema of feature groups with appended features misses old features

[HOPSWORKS-2626](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2626) MySQL timezone issue

[HOPSWORKS-2625](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2625) Add status to dataset projectsSharedWith

[HOPSWORKS-2619](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2619) Add missing JVM imports in Livy for Spark 3

[HOPSWORKS-2618](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2618) NPE when force deleting a Project

[HOPSWORKS-2614](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2614) Training Dataset from Python with default connector fails

[HOPSWORKS-2609](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2609) Unshare a pending feature store fails

[HOPSWORKS-2594](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2594) Attaching Jupyter config when running notebook with Spark or Python kernel with git backend fails

[HOPSWORKS-2583](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2583) Experiment mnist notebook should work in airgapped environment

[HOPSWORKS-2582](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2582) Spark driver cores is incorrectly set to number of configured executor cores

[HOPSWORKS-2577](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2577) Python Feature Group Ingestion fails with additional write arguments

[HOPSWORKS-2574](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2574) Feature validation rule Level.Warning defaults to Error

[HOPSWORKS-2569](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2569) Allow capital letters keywords

[HOPSWORKS-2567](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2567) Nullpointerexception when retrieving validations for on-demand feature groups

[HOPSWORKS-2556](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2556) Jupyter should use default DockerJobConfiguration for Experiments and Spark

[HOPSWORKS-2555](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2555) KAFKA\_BROKERS not set in Python kernel

[HOPSWORKS-2554](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2554) oauth2 get user bug

[HOPSWORKS-2553](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2553) Fix kfserving airgapped deployment

[HOPSWORKS-2546](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2546) Add RonDB services to kagent even if disabled

[HOPSWORKS-2538](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2538) Secrets API not setting projectId and visibility in certain cases

[HOPSWORKS-2536](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2536) Online FS Avro schema constructor decimals should take precision and scale

[HOPSWORKS-2526](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2526) add fg to prepared statement only if it contains features other than pk and targets.

[HOPSWORKS-2520](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2520) Installing python libraries with no version and from git should use --no-cache docker build option

[HOPSWORKS-2517](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2517) Job executions not filtered by submission time

[HOPSWORKS-2515](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2515) Set spark.serializer to Kryo for Databricks integration

[HOPSWORKS-2510](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2510) Updating validationType on feature group response contains old value

[HOPSWORKS-2503](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2503) Pin containerd version in ubuntu

[HOPSWORKS-2495](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2495) HSFS connection cannot not read JWT in Python jobs

[HOPSWORKS-2490](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2490) Disable Python Library Updates Monitor for snapshot versions

[HOPSWORKS-2386](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2386) Decimal types are converted to varbinary on the online feature grouip

[HOPSWORKS-2349](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2349) Hive InodeHelper doesn't work if path contains slahs \(/\)

[HOPSWORKS-2343](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2343) Validate storage connector type before creating a training dataset

Improvement

[HOPSWORKS-2653](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2653) Flyway dir already exists error in hopsworks::install

[HOPSWORKS-2645](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2645) Support feature validation for on-demand FGs in hsfs

[HOPSWORKS-2643](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2643) Add option to enable hopsfs/rm audit logs

[HOPSWORKS-2636](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2636) Add option to specify Kubernetes node labels from cluster definition

[HOPSWORKS-2615](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2615) Add option to redirect stdout and stderr of Docker jobs

[HOPSWORKS-2607](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2607) Set NotValidBefore of issued X.509 a few minutes earlier

[HOPSWORKS-2605](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2605) Configuration parameter for Kubernetes maximum retry number

[HOPSWORKS-2604](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2604) add option to specify additional insecure docker registry

[HOPSWORKS-2597](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2597) Add hops Python helper methods for model and dataset modules

[HOPSWORKS-2584](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2584) Increase Schema Registry database schema column size

[HOPSWORKS-2578](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2578) Use a separate Data directory to store Hopsworks state

[HOPSWORKS-2575](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2575) Make Online FS Kafka topic partition number configurable

[HOPSWORKS-2560](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2560) Support Memory, Cores and GPU as a resource for model serving

[HOPSWORKS-2559](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2559) Add input paths option for Docker jobs and multiple commands

[HOPSWORKS-2552](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2552) Send monitoring URLs as part of execution dto

[HOPSWORKS-2551](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2551) Bump hops dependencies to 3.2.0.4-SNAPSHOT

[HOPSWORKS-2529](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2529) Package dockerfile:experimental in the base.tar for

[HOPSWORKS-2528](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2528) Add support to provide PIP extra-index-url in the cluster definition

[HOPSWORKS-2523](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2523) Use own java cookbook instead of upstream

[HOPSWORKS-2506](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2506) Feature Validation Improvements

[HOPSWORKS-2502](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2502) Add JOB audience to delete endpoint for training datasets

[HOPSWORKS-2492](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2492) Improve readiness check of KFServing inference services

[HOPSWORKS-2356](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2356) Alerting for hopsworks services

[HOPSWORKS-2167](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2167) Add inference logging sidecar to KFServing deployments

New Feature

[HOPSWORKS-2381](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2381) Project level configuration for Jupyter notebooks and Jobs

[HOPSWORKS-2334](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2334) Support custom transformers in KFServing deployments

[HOPSWORKS-2319](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2319) Add API to interact with the secret store

[HOPSWORKS-2104](https://logicalclocks.atlassian.net/browse/HOPSWORKS-2104) Model Serving with KFServing

Task

[FSTORE-1090](https://hopsworks.atlassian.net/browse/FSTORE-1090) Concepts & Guides for helper columns and on-demand features

[FSTORE-1091](https://hopsworks.atlassian.net/browse/FSTORE-1091) Feature monitoring Tutorial

[FSTORE-1092](https://hopsworks.atlassian.net/browse/FSTORE-1092) Helper Columns Tutorial

[FSTORE-1097](https://hopsworks.atlassian.net/browse/FSTORE-1097) Add user id to workflow test and unit test