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@tkakantousis tkakantousis released this 24 Aug 13:47
· 2 commits to branch-2.3 since this release
v2.3.0
3294b1a

Release notes - Hopsworks - Version 2.3.0

Bug

HOPSWORKS-2663 Fix docker installation on ubuntu 18.04

HOPSWORKS-2639 NPE with no Databricks Clusters in Feature Store Integration

HOPSWORKS-2634 Feature order not respected in training dataset prepared statement

HOPSWORKS-2631 SYNC_BASE_ENV operation should also show error logs in case of failure

HOPSWORKS-2628 OnlineFS schema of feature groups with appended features misses old features

HOPSWORKS-2626 MySQL timezone issue

HOPSWORKS-2625 Add status to dataset projectsSharedWith

HOPSWORKS-2619 Add missing JVM imports in Livy for Spark 3

HOPSWORKS-2618 NPE when force deleting a Project

HOPSWORKS-2614 Training Dataset from Python with default connector fails

HOPSWORKS-2609 Unshare a pending feature store fails

HOPSWORKS-2594 Attaching Jupyter config when running notebook with Spark or Python kernel with git backend fails

HOPSWORKS-2583 Experiment mnist notebook should work in airgapped environment

HOPSWORKS-2582 Spark driver cores is incorrectly set to number of configured executor cores

HOPSWORKS-2577 Python Feature Group Ingestion fails with additional write arguments

HOPSWORKS-2574 Feature validation rule Level.Warning defaults to Error

HOPSWORKS-2569 Allow capital letters keywords

HOPSWORKS-2567 Nullpointerexception when retrieving validations for on-demand feature groups

HOPSWORKS-2556 Jupyter should use default DockerJobConfiguration for Experiments and Spark

HOPSWORKS-2555 KAFKA_BROKERS not set in Python kernel

HOPSWORKS-2554 oauth2 get user bug

HOPSWORKS-2553 Fix kfserving airgapped deployment

HOPSWORKS-2546 Add RonDB services to kagent even if disabled

HOPSWORKS-2538 Secrets API not setting projectId and visibility in certain cases

HOPSWORKS-2536 Online FS Avro schema constructor decimals should take precision and scale

HOPSWORKS-2526 add fg to prepared statement only if it contains features other than pk and targets.

HOPSWORKS-2520 Installing python libraries with no version and from git should use --no-cache docker build option

HOPSWORKS-2517 Job executions not filtered by submission time

HOPSWORKS-2515 Set spark.serializer to Kryo for Databricks integration

HOPSWORKS-2510 Updating validationType on feature group response contains old value

HOPSWORKS-2503 Pin containerd version in ubuntu

HOPSWORKS-2495 HSFS connection cannot not read JWT in Python jobs

HOPSWORKS-2490 Disable Python Library Updates Monitor for snapshot versions

HOPSWORKS-2386 Decimal types are converted to varbinary on the online feature grouip

HOPSWORKS-2349 Hive InodeHelper doesn't work if path contains slahs (/)

HOPSWORKS-2343 Validate storage connector type before creating a training dataset

Improvement

HOPSWORKS-2653 Flyway dir already exists error in hopsworks::install

HOPSWORKS-2645 Support feature validation for on-demand FGs in hsfs

HOPSWORKS-2643 Add option to enable hopsfs/rm audit logs

HOPSWORKS-2636 Add option to specify Kubernetes node labels from cluster definition

HOPSWORKS-2615 Add option to redirect stdout and stderr of Docker jobs

HOPSWORKS-2607 Set NotValidBefore of issued X.509 a few minutes earlier

HOPSWORKS-2605 Configuration parameter for Kubernetes maximum retry number

HOPSWORKS-2604 add option to specify additional insecure docker registry

HOPSWORKS-2597 Add hops Python helper methods for model and dataset modules

HOPSWORKS-2584 Increase Schema Registry database schema column size

HOPSWORKS-2578 Use a separate Data directory to store Hopsworks state

HOPSWORKS-2575 Make Online FS Kafka topic partition number configurable

HOPSWORKS-2560 Support Memory, Cores and GPU as a resource for model serving

HOPSWORKS-2559 Add input paths option for Docker jobs and multiple commands

HOPSWORKS-2552 Send monitoring URLs as part of execution dto

HOPSWORKS-2551 Bump hops dependencies to 3.2.0.4-SNAPSHOT

HOPSWORKS-2529 Package dockerfile:experimental in the base.tar for

HOPSWORKS-2528 Add support to provide PIP extra-index-url in the cluster definition

HOPSWORKS-2523 Use own java cookbook instead of upstream

HOPSWORKS-2506 Feature Validation Improvements

HOPSWORKS-2502 Add JOB audience to delete endpoint for training datasets

HOPSWORKS-2492 Improve readiness check of KFServing inference services

HOPSWORKS-2356 Alerting for hopsworks services

HOPSWORKS-2167 Add inference logging sidecar to KFServing deployments

New Feature

HOPSWORKS-2381 Project level configuration for Jupyter notebooks and Jobs

HOPSWORKS-2334 Support custom transformers in KFServing deployments

HOPSWORKS-2319 Add API to interact with the secret store

HOPSWORKS-2104 Model Serving with KFServing

Task

HOPSWORKS-2637 Bump hops dependencies to 3.2.0.4-RC0

HOPSWORKS-2622 pin six to 1.15.0

HOPSWORKS-2621 Bump pip in hops-system to last version that supports python 2.7

HOPSWORKS-2601 Update swagger code to be compatible with the latest swagger hub and enable for demo cluster

HOPSWORKS-2498 Remove filebeat beam recipes

HOPSWORKS-2424 Attach transformation function to training dataset

HOPSWORKS-2420 Bump hops dependencies to 3.2.0.3-SNAPSHOT

HOPSWORKS-1942 Upgrade to Spark 3.x

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