Hopsworks - Data-Intensive AI platform with a Feature Store
HWORKS-224 hopsworks python SDK opensearch link broken
HWORKS-853 Model export fails in integration tests
HWORKS-862 Remote clients are not available on non das nodes
HWORKS-864 Istio doesn't use the docker images from the registry
HWORKS-865 NullPointerException when monitoring execution of a deleted job
HWORKS-869 Email validation regex doesn't support capital letters
HWORKS-872 Cannot disable oauth group mapping from cluster definition
HWORKS-878 Grafana uses wrong prometheus name
HWORKS-879 Upload will fail if the same file is uploaded again while the first upload is ongoing.
HWORKS-881 Validate SparkJob and Python job application file exists before launching job
HWORKS-882 Disallow exporting a model in the root path of a dataset
HWORKS-890 Restoring RonDB backup breaks because restore-data does not allow restoring in a table with unique indexes
HWORKS-898 PyTorch installation does not have GPU support
HWORKS-899 Broken image links in gh-pages documentation
HWORKS-901 Git installation support should not prepend git+
HWORKS-907 CloudManager should blacklist all instances from automatic removal
HWORKS-908 NPE in ProjectQouataController for a project that failed to get created
HWORKS-910 Endpoint identification alg missing from kafka get_default_config()
HWORKS-950 git pull fails if the user has multiple surnames
HWORKS-954 api_key for cert-operator is created empty
HWORKS-961 Do not turn on MySQL binlog if global replication is not enabled
HWORKS-974 Resource guard in ndb-chef for extracting RonDB does not work
HWORKS-975 OpenSearchApi in hopsworks-api should not rely on ELASTIC_ENDPOINT
HWORKS-976 Replacement of CREATE USER with CREATE USER IF NOT EXISTS is wrong in RonDB backup restore script
HWORKS-996 Removal of rotated one time JWT signing key should happen only on the Primary node
HWORKS-1001 Feature store sharing should also share data validation dataset
HWORKS-1029 Pin nbconvert in docker images
HWORKS-135 Models backend should store metadata in tables instead of opensearch
HWORKS-302 Enhancement Request: Ability to disable access to Anaconda package repository and hide the functionality at a system defined level
HWORKS-707 Store descriptive statistics in NDB instead of HopsFS
HWORKS-802 Python 3.12 support for clients
HWORKS-808 add database/url to parameter in kafka cookbook
HWORKS-854 hops-system should use the minimal env definition without pydoop
HWORKS-855 Remove Kagent ability to do service key rotation
HWORKS-861 Disable Kafka alerting rules when bring your own kafka is enabled
HWORKS-868 Increase yarn.resourcemanager.rmappsecurity.jwt.validity to 1 hour
HWORKS-871 Hopsworks should be able to handle oauth claims in array format
HWORKS-873 Add flag to delete RonDB backup with the same backup-id
HWORKS-877 Helm chart for certs-operator
HWORKS-880 Model registry tests should account for if model is stored on hdfs and also run in PySpark
HWORKS-883 Fix Sonarqube issues in CommandsController
HWORKS-886 OnlineFS should be able to read Kafka configuration from environment variables
HWORKS-887 certs-operator deploy appropriate certificate for Strimzi operator
HWORKS-889 Chef flag to disable unattended upgrades
HWORKS-891 Add K8s GPUs monitoring to Grafana/Jupyter/Job UI
HWORKS-892 Use a single YarnClientWrapper to monitor all jobs
HWORKS-893 Nightly tests should run without installing the requirements.txt
HWORKS-894 Add pytest to python base environment
HWORKS-895 Upgrade xgboost to 2.0.3
HWORKS-897 Upgrade project python environment libraries
HWORKS-900 Upgrade to PyTorch 2.1.2
HWORKS-909 Add hopsworks-api opensearch and kafka workflow tests
HWORKS-912 Upload staging dir does not need to be configurable.
HWORKS-919 Create database on the online feature store on-demand
HWORKS-934 Use more appropriate data types for statistics
HWORKS-944 Pin upper pandas to 2.1.4
HWORKS-946 Global Chef attribute for arbitrary Systemd unit dependencies
HWORKS-949 Add git repo pull to workflow tests
HWORKS-962 Purge binlog files when Global replication is enabled
HWORKS-965 In some OSes DNS resolution does not work from within a Kubernetes Pod
HWORKS-973 Share feature store with project on creation
HWORKS-977 Mount hopsfs by default in jupyter notebooks and python jobs containers
HWORKS-980 Don't set DB storagePolicy for Hive warehouse location
HWORKS-992 Remove code for generating service Renewal JWTs
HWORKS-1050 Run expat as glassfish hopsfs user
FSTORE-612 Feature Monitoring
FSTORE-830 Error fetching feature statistics from feature view UI - but statistics exists with a different timestamp
FSTORE-856 Only one OnlineFS instance running
FSTORE-987 Failed to read data when there is a self-join
FSTORE-989 GCS connector-Encryption fields and secrets update issues
FSTORE-992 create_train_validation_test_split fails with unexpected keyword argument 'pit_query_asof'
FSTORE-998 Can't read from a shared feature store
FSTORE-1000 Tags parameter is missing in TrainingDataset class
FSTORE-1034 .select() method should not default to empty list
FSTORE-1035 No error if a user tries to create a feature view without features
FSTORE-1084 Cannot run multiple insert_stream query on the same project by default
FSTORE-1089 Remove copying of application code from databricks integration
FSTORE-1095 JDBC storage connector missing driver option in the documentation
FSTORE-1099 Nightly test test_append_feature failing on float type mistmatch
FSTORE-1100 Improve OnlineFS offset saving
FSTORE-1110 Recreation of Training dataset throwing exception due to NULL reference
FSTORE-1111 OnlineFS monitoring shows wrong clusterj session count
FSTORE-1118 Pandas arrow type dataframes cannot be inserted into feature group
FSTORE-1120 get_feature_vector(s) init fails if feature view contains complex feature
FSTORE-1122 QueryController issue when joining one feature group multiple times
FSTORE-1126 python mysql client sometimes failed when user name is too long
FSTORE-1138 Java client is not designed to work with shared feature store
FSTORE-1139 Get feature store requests can throw NullPointerException is the project is not properly initialized
FSTORE-1140 OnlineFS loads wrong kafka property files
FSTORE-1144 Hopsworks should not change the Access Mode of the Databricks cluster
FSTORE-1146 Appending lots of features results in error to commit activity update
FSTORE-1154 OnlineFS onPartitionsAssigned ConcurrentModificationException
FSTORE-1156 Fix FeatureView.clean() code snippet to use the static method
FSTORE-1161 Arrowflight server hangs when instantiating a FlightServer instance and cannot validate the certificates.
FSTORE-1174 Spark streaming workflow test failing
FSTORE-1181 Helper columns should return all columns if they have different names across feature groups
FSTORE-1184 Kafka storage connector confluent_options method uses wrong certificates.
FSTORE-1187 Execution failing with framework_failure causes insert to hang forever
FSTORE-1189 Arrowflight `tls` option parsing the wrong number of arguments
FSTORE-1193 HSFS python tests fail after moto has been updated
FSTORE-1199 Training dataset info objects cannot be retrieved within a job
FSTORE-1203 'FeatureGroup' object has no attribute 'time_travel_format'
FSTORE-1230 fg.select_all().read() on PySpark does not return latest version of a Feature Group
FSTORE-1233 AML tutorial replace append (removed from Pandas) and fix grammar errors
FSTORE-1252 In Neo4j tutorial. fix feature group order in query when creating feature view
FSTORE-1253 Create training test split without materialization fails when during computing statistics when Feature Group contains certain types.
FSTORE-1272 Statistics cleaner should not delete statistics during migration
FSTORE-1132 Enable filtering in find_neighbors
FSTORE-1133 Enable deleting embedding index
FSTORE-1134 Enable updating embedding
FSTORE-1136 Add documentation for similarity search in hsfs
FSTORE-1164 Support composite primary key in similarity search
FSTORE-1276 Use a larger value of k in find_neighbors when using project index
FSTORE-878 Integrate Docsbot into Docs
FSTORE-885 Catch no data error when fetching dataframe in feature monitoring
FSTORE-905 Add tests for training dataset statistics computation
FSTORE-951 Increase test coverage for feature monitoring
FSTORE-971 Do not compute statistics on in-memory training datasets
FSTORE-1021 Add a warning when using externally managed Kafka
FSTORE-1022 Missing data in featurestore benchmark
FSTORE-1042 Investigate increasing time to make hudi commits
FSTORE-1046 Improve online feature store metrics
FSTORE-1052 Update the docs to include Kafka config variables for throughput
FSTORE-1055 Support pandas 2.1.*
FSTORE-1060 Add load tests that read feature groups and feature views
FSTORE-1063 Hopsworks data preview should use arrow flight to retrieve data if available
FSTORE-1070 Tutorial for external Flink client
FSTORE-1074 Expand documentation on filter logic
FSTORE-1090 Concepts & Guides for helper columns and on-demand features
FSTORE-1097 Add user id to workflow test and unit test
FSTORE-1103 AML Tutorial
FSTORE-1104 Pin numpy < 2
FSTORE-1106 inconsistencies in training dataset documentation
FSTORE-1112 Support Similarity Search in the Feature Store v1 - OnlineFS
FSTORE-1113 Support Similarity Search in the Feature Store v1 - HSFS
FSTORE-1115 HSFS should be able to read data from Databricks Unity Catalog
FSTORE-1116 Parallelize PK lookups for get feature vectors
FSTORE-1119 Support Similarity Search in the Feature Store v1 - migration
FSTORE-1121 Support Similarity Search in the Feature Store v1 - onlinefs monitoring
FSTORE-1124 [OnlineFs] Subject id should add to black list if feature group is not found
FSTORE-1125 Add retry when vector db is empty in load test
FSTORE-1127 Fix log4j vulnerability
FSTORE-1128 Fallback to head node host in opensearch api
FSTORE-1130 Get schema from shared project
FSTORE-1131 DeltaStreamer job fails when feature group has complex feature
FSTORE-1142 Remove markupsafe<2.1.0 pinning
FSTORE-1143 Bump fastavro to 1.8.4 to install using provided wheel in python 3.12 environments
FSTORE-1147 Online feature store notification system
FSTORE-1148 Python to Kafka writing analysis and benchmarking
FSTORE-1152 Add support for listing training datasets metadata from a feature view object
FSTORE-1166 Add backend support for Delta as time travel format
FSTORE-1167 Add Api support for delta time travel format
FSTORE-1168 Update databricks instance configurator to configure cluster for delta
FSTORE-1175 Add FeatureGroup.read_changes(..) and FeatureGroup.as_of(..) workflow tests
FSTORE-1182 Extend spark-no-metastore engine to compute statistics and remove calling use database
FSTORE-1196 Neo4j tutorial
FSTORE-1213 Remove support for configuring databricks instances from hsfs API
FSTORE-1259 Add Change Notification for Feature Groups Example
HWORKS-224 hopsworks python SDK opensearch link broken
HWORKS-267 After fail checkout, branch is empty on pull
HWORKS-269 Don't show the same in file status and in UI table
HWORKS-309 Bugs in searching
HWORKS-331 Hopsworks metrics not showing after payara restart
HWORKS-374 opensearch_api.get_default_py_config() returns public IP of host, should return consul fqdn
HWORKS-386 Spark job does not accept space in arguments
HWORKS-469 Dependent conda commands not handled correctly in case of failure
HWORKS-475 hopsworks Python library can't connect in sklearn legacy deployments
HWORKS-492 Servings logs are not shown in Kibana
HWORKS-493 Request batching configuration is broken in the deployment creation form
HWORKS-496 Exception not raised if other than duplicated deployment entry
HWORKS-498 Transformer resources in dict format are not properly deserialized
HWORKS-499 Support for jupyter notebooks as predictor scripts
HWORKS-561 Hopsworks Kafka Authorizer does not allow IDEMPOTENT_WRITE operations
HWORKS-569 Filebeat cannot list nodes which is required for scraping container logs
HWORKS-602 HA cluster could not connect to live logs, rm UI, spark UI, monitor, onlineFS
HWORKS-630 Project creation doesn't fail on invalid project name
HWORKS-633 Failing deployments are shown as Starting when Kubernetes stops restarting pods
HWORKS-636 Inference logging default value is overwritten when updating a deployment using .save()
HWORKS-656 NP trying to force delete a partially created project
HWORKS-693 Server logs not collected when the predictor class fails to initialize
HWORKS-786 Storage connector specs failure for flag disabled case
HWORKS-787 Git repository current commit and branch not being updated
HWORKS-792 Hopsworks job schedule update doesn't update cron expression
HWORKS-809 Project creation fails when the serving api key k8s secret takes too long to be available
HWORKS-815 Judge service should be restarted when docker daemon restarts
HWORKS-817 Log level in RonDB replication scripts is wrong
HWORKS-819 The request URI port is absent in MultiRegionFilter
HWORKS-820 In MultiRegionFilter the Primary region is null if invoked too early
HWORKS-821 Kubernetes does not accept serving names starting with a number
HWORKS-824 Only Primary MySQLs should be able to update RonDB replication metadata table
HWORKS-833 Consul datacenter is hardcoded in Prometheus configuration
HWORKS-834 Undeploy hopsworks on upgrade
HWORKS-837 RonDB native backup script fails when there is no database to backup
HWORKS-848 AlertManager EJB does not take Datacenter into consideration in Multiregion clusters
HWORKS-851 Check in hops-hadoop-chef for creating RonDB undo and log files is wrong
HWORKS-865 NullPointerException when monitoring execution of a deleted job
HWORKS-135 Models backend should store metadata in tables instead of opensearch
HWORKS-164 Add Airflow documentation
HWORKS-198 Remove hopsworks::image recipe
HWORKS-226 python api should throw informative error if user tries to download a folder
HWORKS-258 Add hopsworks python sdk dataset upload/download to workflow testing
HWORKS-262 Remove user email FK from hopsworks schema.
HWORKS-266 Checking out a branch that exist on remote repo does not work
HWORKS-284 Documentation to export cluster logs
HWORKS-302 Enhancement Request: Ability to disable access to Anaconda package repository and hide the functionality at a system defined level
HWORKS-314 Add support for git fetch and reset
HWORKS-422 Exclude old versions of the documentation from being indexed by search engines
HWORKS-491 Replace hsml with hopsworks in the code snippets shown in the UI
HWORKS-494 Support local script path in model.deploy()
HWORKS-511 Add number of GPUs to Python resource usage
HWORKS-520 Make oauth claims configurable
HWORKS-536 Move master encryption password to KMS
HWORKS-559 Users should be able to specify a directory when using the Hopsworks-api to download logs
HWORKS-565 Hopsworks api dataset upload should support parallel chunk upload
HWORKS-571 Run more integration tests in parallel
HWORKS-590 Make jenkins test use HA cluster
HWORKS-591 Show a better log for when pods are killed by Kubernetes with OOM
HWORKS-617 Make load balancer use https
HWORKS-631 Support info exchange between preprocess and postprocess methods in transformers
HWORKS-635 Add unit tests and loadtest for hsml deployments
HWORKS-641 Add loadtests for hsml and model registry
HWORKS-662 Fix versioning and build automation for hopsify
HWORKS-676 Supress CVE-2023-33265 in payara-embedded-web-5.2022.5.jar/META-INF/maven/com.hazelcast/hazelcast/pom.xml:
HWORKS-677 Supress multiple severe CVE in hive-storage-api-2.6.1.2.jar
HWORKS-679 Add option to set python environment
HWORKS-690 Airflow project dags sharing
HWORKS-697 Remove airflow JWT
HWORKS-707 Separate statistics from feature monitoring PR
HWORKS-729 Nightly loadtest cluster should have an admin user that is member of all projects
HWORKS-745 Support python 3.11 for the client APIs
HWORKS-746 Documentation for python environment history and custom commands
HWORKS-751 Add webhook support for Hopsworks alerts
HWORKS-756 Remove cmake dependency in hops-hadoop-chef
HWORKS-759 Show custom commands file that was used to build the environment in the environment history
HWORKS-764 Reduce JWT lifetime in nightly tests
HWORKS-774 Set hopsworks_rest_log_level to DEV in the nightly tests
HWORKS-775 Nightly tests should reload random module
HWORKS-777 Fix integration test
HWORKS-780 Increase number of concurrent load tests
HWORKS-783 Cleanup PIA functionality
HWORKS-784 Remove airflow jdbc metric from payara
HWORKS-789 Fix git tests
HWORKS-791 Add Python API support to schedule jobs
HWORKS-795 Hopsworks CA should generate Java keystores instead of a shell script on the client
HWORKS-798 Add **kwargs to python client libraries
HWORKS-800 Implement dataset.copy and dataset.move API
HWORKS-801 Export onlinefs/default/private_ips in metadata
HWORKS-803 Remove airflow from old UI
HWORKS-804 upgrade zookeeper 3.8.2 to 3.8.3 CVE-2023-44981
HWORKS-805 Environment history compares versions lexicographically instead of numerically per component
HWORKS-807 Add wait_until_finished method to execution object in the hopsworks python apis
HWORKS-829 Register model files without compressing them
HWORKS-830 Configurable glassfish tmpdir property
HWORKS-832 Set size limit in Consul log files
HWORKS-835 Download model artifact without compressing model files
HWORKS-841 Add 'See resource usage' button in the deployment overview page
HWORKS-847 RonDB Global replication alert
HWORKS-849 Check if dag has access_control is not None before syncing dag permissions in airflow
HWORKS-854 hops-system should use the minimal env definition without pydoop
FSTORE-473 Data Management
FSTORE-612 Feature Monitoring
FSTORE-1047 Support Similarity Search in the Feature Store
FSTORE-55 Backfill job gets stuck
FSTORE-537 Explicit provenance ClassCastException thrown
FSTORE-754 Feature Group creation during RonDB reconfig leaves behind broken feature group
FSTORE-755 Uninformative error when deleting feature group during RonDB reconfig
FSTORE-799 HSFS should reinstantiate sqlalchemy connectrion pool if MySQL node disappears
FSTORE-813 Unclear error when the feature group contains duplicated columns
FSTORE-830 Error fetching feature statistics from feature view UI - but statistics exists with a different timestamp
FSTORE-856 Only one OnlineFS instance running
FSTORE-892 FM jobs are not removed when the corresponding FM configuration is deleted
FSTORE-916 FeatureGroup.insert does not retry in case of a failure
FSTORE-932 Pyarrow dependency is required even if the python profile is not installed
FSTORE-943 NullPointerException in SchematizedTagHelper
FSTORE-944 Nested filter statements are not handled correctly when attached to a feature view
FSTORE-968 Add workflow test for get_batch_data
FSTORE-976 Feature group filter in PIT join gets pushed down on the temporary table that doesn't contain the feature group
FSTORE-987 Failed to read data when there is a self-join
FSTORE-989 GCS connector-Encryption fields and secrets update issues
FSTORE-992 create_train_validation_test_split fails with unexpected keyword argument 'pit_query_asof'
FSTORE-998 Can't read from a shared feature store
FSTORE-1000 Tags parameter is missing in TrainingDataset class
FSTORE-1005 Training datasets are written and read using a wrong path
FSTORE-1009 hsfs flink consumer doesn't work with parallelism greater than 1.
FSTORE-1011 Validation message during data ingestion to FG when there are no kafka topics configured
FSTORE-1017 Updating job schedule's cron expression doesn't work
FSTORE-1023 Mix up of subjectId and schemaId
FSTORE-1024 Concurrency can cause SQLIntegrityConstraintViolationException when creating topic
FSTORE-1026 Wrong td file path created by ArrowFlight
FSTORE-1029 Unexplained OnlineFS exceptions in logs
FSTORE-1034 .select() method should not default to empty list
FSTORE-1035 No error if a user tries to create a feature view without features
FSTORE-1037 ArrayIndexOutOfBounds in TrainingDatasetController
FSTORE-1038 Misleading exception for ArrowFlight when not waiting for ingestion job to finish
FSTORE-1044 Insert fails with Feature 'id': dtype 'O' (arrow_type 'null') not supported
FSTORE-1049 FlyingDuck gets NoneType in evaluate_filter_expression
FSTORE-1050 FlyingDuck gets Permission denied trying to read hoodie.properties file
FSTORE-1051 NotImplementedException when querying FeatureView based on external feature group
FSTORE-1053 Never ending materialization job
FSTORE-1057 Schema inconsistency in DuckDB after upsert
FSTORE-1058 if feature view query doesn't include event time feature add for get_batch_data(start_time, end_time)
FSTORE-1059 ArrowFlight server hangs after some requests
FSTORE-1062 Materialisation job does not work with new Hopsworks scheduler
FSTORE-1068 Fixed failed load test
FSTORE-1071 Flyingduck crashes when joining shared feature stores
FSTORE-1072 Connection timeout not set in the arrow_flight_client.py
FSTORE-1073 OnlineFS getting offsets fails when project name has upper case letters
FSTORE-1074 Expand documentation on filter logic
FSTORE-1075 Cannot get schema from shared project
FSTORE-1084 Cannot run multiple insert_stream query on the same project by default
FSTORE-1086 Broken query when adding a filter on the non-label feature group without selecting the feature
FSTORE-1087 feature_view.get_batch_data timing out when using ArrowFlight
FSTORE-1089 Remove copying of application code from databricks integration
FSTORE-1094 pyarrow._flight.FlightServerError: 'fileIdAndRelativePaths' when reading from ArrowFlight
FSTORE-1095 JDBC storage connector missing driver option in the documentation
FSTORE-1007 Fix training dataset paths on the backend and adjust them on hsfs
FSTORE-26 Print Warning that backfill job had to be started manually, when PySpark engine stream=True and using .insert_stream()
FSTORE-335 Track GIT commit that was used to create/insert into a feature group
FSTORE-362 Replace Deequ statistics with more lightweight module
FSTORE-363 Make HSFS API typesafe
FSTORE-367 Create internal guide for hsfs unit test
FSTORE-382 Feature store v2.5 documentation - broken links
FSTORE-394 Unify metadata update API in hsfs
FSTORE-404 Add rollback action for Fs job creation.
FSTORE-471 Allow tranformation functions for label features
FSTORE-550 Ensure type consistency between for online/offline/feature view reads in python and spark engine
FSTORE-665 Design log: Kafka topic deletion
FSTORE-722 Hopsworks should not retrieve metadata from the Hive metastore
FSTORE-725 Transformation Function unit test should test the default behaviour of the pre-registered function in the backend
FSTORE-738 UI should show commit timestamps in UTC format
FSTORE-753 Improve user error message for feature group creation and append during RonDB reconfig
FSTORE-790 Replace hsfs with hopsworks in the code snippets shown in the UI
FSTORE-823 Statistics Engine - Design Log
FSTORE-825 Deleting an online feature group doesn't revoke mysql privileges
FSTORE-826 Add test support for AWS and GCP connectors
FSTORE-828 Automatically add prefix if there are duplicate columns in the query join.
FSTORE-834 Relative path in absolute URI - External FG
FSTORE-845 Update Apache Hudi version to 0.14.0
FSTORE-870 Issues including None/Nan/Null values in queries on feature views
FSTORE-876 Remove Stats from Write Path
FSTORE-878 Integrate Docsbot into Docs
FSTORE-880 Improve error message when there is no match of primary key in get_feature_vector
FSTORE-881 Appending to feature groups after upgrade from 3.0 to 3.2 seems off
FSTORE-885 Catch no data error when fetching dataframe in feature monitoring
FSTORE-895 Capability Write Up - Online Inference Pipelines
FSTORE-896 Capability Write Up - Batch Inference Pipelines
FSTORE-897 Capability Write Up - Training Pipelines
FSTORE-898 Capability Write Up - Feature Engineering in Beam
FSTORE-900 Capability Write Up - Feature Engineering in SQL
FSTORE-901 Capability Write Up - Feature Engineering in Spark
FSTORE-905 Add tests for training dataset statistics computation
FSTORE-909 Capability Write Up - On-demand Feature Engineering
FSTORE-920 support for JDBC test connection
FSTORE-925 support for ADLS test connection
FSTORE-927 Upgrade great expectations to 0.15.12
FSTORE-930 Allow pyarrow object type in pandas 2
FSTORE-933 DBT Scheduling
FSTORE-941 Support versioning of Feature Monitoring configurations
FSTORE-949 FlyingDuck - Pandas 2.0 Pyarrow-backed Types support
FSTORE-950 Split feature descriptive statistics table into three tables
FSTORE-951 Increase test coverage for feature monitoring
FSTORE-954 Investigate how to apply transformation function in REST API
FSTORE-957 FS REST API benchmark
FSTORE-967 Bump intellij plugin version
FSTORE-971 Do not compute statistics on in-memory training datasets
FSTORE-973 JDBC connector - add driver upload and driver name fields
FSTORE-980 Helper, Primary key and event time columns with feature view
FSTORE-990 Incorporate Flying Duck in nightly tests
FSTORE-1003 Build locusts tests benchmarking Vertex AI- FS
FSTORE-1008 add java client to hsfs
FSTORE-1015 Add option to add Keytab to Kafka connector
FSTORE-1019 Single Kafka topic per project documentation
FSTORE-1021 Add a warning when using externally managed Kafka
FSTORE-1022 Missing data in featurestore benchmark
FSTORE-1025 Support datetime in training dataset time series split
FSTORE-1036 Tracking usage of hsfs libraries
FSTORE-1040 SageMaker Online benchmarking
FSTORE-1041 Databricks online benchmarking
FSTORE-1042 Investigate increasing time to make hudi commits
FSTORE-1043 Historical Data from Feature View
FSTORE-1046 Improve online feature store metrics
FSTORE-1052 Update the docs to include Kafka config variables for throughput
FSTORE-1055 Support pandas 2.1.*
FSTORE-1056 Increase sleep time in nightly tests after online inserts to handle heavy concurrent load
FSTORE-1060 Add load tests using concurrent clients that read feature groups and feature views
FSTORE-1061 Add feature group id to serving key prefix and documentation in get_feature_vector
FSTORE-1063 Hopsworks data preview should use arrow flight to retrieve data if available
FSTORE-1064 Improve Spine Group docs
FSTORE-1065 update streaming apis in hopsworks-tutorials
FSTORE-1066 Shared feature store workflows tests failing with permission denied
FSTORE-1067 Feast online scenarios
FSTORE-1069 Foreign key constraint
FSTORE-1070 Tutorial for external Flink client
FSTORE-1078 Support Similarity Search in the Feature Store v1.5
FSTORE-1080 Upgrade hudi to version 0.12.3
FSTORE-1085 Add profiles to HSFS to support multiple Spark version
FSTORE-1088 Bump recommended Databricks runtime version to 12.2
FSTORE-1090 Concepts & Guides for helper columns and on-demand features
FSTORE-1091 Feature monitoring Tutorial
FSTORE-1092 Helper Columns Tutorial
FSTORE-1097 Add user id to workflow test and unit test
HWORKS-372 explicit provenance missing community stereotype
HWORKS-397 Links to Model Serving API reference are broken
HWORKS-426 Latest versions of managed Kubernetes may not support first-party-jwt
HWORKS-538 dataset sharing acl bug
HWORKS-610 HazelcastSerializationException on JupyterJWTManager
HWORKS-632 Command.from_response_json in hopsworks-api should parse based on items field
HWORKS-638 Kafka 3 removed --zookeeper option
HWORKS-639 Template cert store passwords in onlinefs-kafka.properties
HWORKS-640 Nightly workflow and load tests should not run as admin user
HWORKS-654 extra constraints migration does not respect the order of the columns
HWORKS-663 remote_file does not support not_if condition
HWORKS-665 Bump Zookeeper dependency in Hopsworks to 3.8.2 to fix CVE-2023-34462
HWORKS-666 Configuring HA Glassfish fails when importing certificates on worker nodes
HWORKS-670 Set Flink job staging and checkpoint directories per user
HWORKS-675 Exclude logback dependencies from zookeeper library in Hopsworks
HWORKS-680 Karamel with recipe parallelism restrictions schedules tasks although a previous task has failed
HWORKS-687 ZooKeepers fail to start because they cannot resolve other ZK consul domain name
HWORKS-688 Python library installation error message not latin1_general_cs
HWORKS-689 oauth logout uri is set to redirect uri
HWORKS-711 User deletion fails with FK constraint
HWORKS-731 Model deployment with a wrong predictor script path fails with a non-intuitive error
HWORKS-735 Chef attribute to configure ldap_groups_search_filter
HWORKS-736 ndb-chef download backup should skip host key verification
HWORKS-750 Pin traitlets in project python environment
HWORKS-248 Publish all images to the internal docker registry
HWORKS-343 Add support for accessing a shared feature store using project.get_feature_store()
HWORKS-351 Add support for running generic Docker commands
HWORKS-354 Remove python_kernel variable
HWORKS-489 Register test code using register_assert_rewrite
HWORKS-544 Opensearch docs creation moved to Hopsworks
HWORKS-545 Move Tags and Keyword to Hopsworks db
HWORKS-546 Feature components - remove xattr - use Hopsworks db
HWORKS-547 featurestore search - static reindex
HWORKS-572 Add uptime to status-all-local-service.sh
HWORKS-576 Test upgrade from HA cluster to HA
HWORKS-589 Remove metastore foreign key from cached/streaming feature groups
HWORKS-618 Make integration test use HA cluster def
HWORKS-627 Log more information during Project creation
HWORKS-628 Skip project creation failure alert if a project with the same name exists
HWORKS-637 Add Release Candidate version to spark-chef for hsfs
HWORKS-642 Online feature group logs
HWORKS-646 Move airflow dags to hopsfs
HWORKS-647 Replace Chef with Cinc
HWORKS-667 MySQL X plugin socket should not be at /tmp
HWORKS-672 Remove angular file browser in old UI
HWORKS-673 Remove Hopsworks Kagent monitor
HWORKS-678 Allow configuration of RDRS with user supplied certificates
HWORKS-681 Flink apis for hopsworks python library
HWORKS-682 Include return type and description for model.download()
HWORKS-684 Separate job scheduler from feature monitoring PR
HWORKS-685 Add HOPS_SERVICE_USER account type to Python Environment endpoints
HWORKS-686 Zip and push airflow image tar to master in jenkins pipeline
HWORKS-696 Add documentation on project quota management
HWORKS-698 Precreate the project root dir in hopsfs
HWORKS-699 Update docker daemon security configuration
HWORKS-700 Remove kagent_disable check in conda::default and template kagent_utils there
HWORKS-701 Add date filter to python environment history
HWORKS-702 Automate setup of RonDB Global replication
HWORKS-703 Add consul/enabled flag to disable consul operations if consul is not available
HWORKS-704 hopsworks::install should create the hopsmon user if it doesn't exists
HWORKS-705 Chef should not pre-register the hosts
HWORKS-706 Switch opensearch-dashboard to use consul instead of IPs
HWORKS-708 Use git api to delete git repository in the hopsworks python SDK
HWORKS-709 hops-hadoop-chef should not overwrite the tls/enabled parameter if hopsworks::default is missing
HWORKS-710 Hopsworks database should create the ts_1 tablespace for the certificates
HWORKS-712 Add option to tag RonDB management node for onlinefs
HWORKS-713 Create a symlink to hopsfs-mount directory in the default working directory in jupyter terminal
HWORKS-715 Add hops::docker dependency to rdrs and onlinefs recipes
HWORKS-716 Add append2ChefTrustAnchors to elastic::default
HWORKS-717 Remove consul dependency in hops::client
HWORKS-718 Switch elastic clients to use consul fqdn and not ips
HWORKS-719 Add chef code to configure WAN federated consul
HWORKS-720 Remove Kafka waiter in Onlinefs systemd script if external kafka
HWORKS-723 Add rondb_replication to the list of forbidden project names
HWORKS-724 Implement multiregion controller in Hopsworks
HWORKS-726 Delete Chef cached attributes json in beginning of new installation
HWORKS-727 Bump Hops version to 3.2.0.11-RC0
HWORKS-728 Add secondary region attribute in Chef
HWORKS-734 Remove jdbc pool when initializing online feature store database for project
HWORKS-737 Deleted project leads to NPE when processing SearchFSCommand
HWORKS-738 Recipe to setup Judge service
HWORKS-740 Expat - disable provenance on existing projects
HWORKS-741 Upgrade Grafana to version 9.3.16
HWORKS-749 Remove chef-ulimit dependency from hopsworks-chef Berksfile
HWORKS-752 Flink workflow tests should get latest release candidate dynamically
FSTORE-709 Rest API to retrieve data from the online feature store
FSTORE-728 Improve error msgs when wrong API key provided for hopsworks.login()
FSTORE-824 Shows undefined in accept shared feature store prompt
FSTORE-842 Setting fg.insert(storage="online") adds data to offline as well
FSTORE-857 Appending to an online feature group fails after upgrade
FSTORE-879 Fix consecutive slashes (//) in file selector component
FSTORE-906 Training data shouldn't be recreated when recomputing stats
FSTORE-907 Recomputing statistics on feature groups without time-travel enabled fails
FSTORE-921 Resolve the set of serving key in get_feature_vector
FSTORE-928 When hitting limit of number of projects that one user can create, deleting a project doesn't work as expected
FSTORE-942 ADLS connector path issues
FSTORE-946 Orphan statistics are not removed from the DB
FSTORE-965 fastavro fails to build when installing HSFS
FSTORE-966 Removing spark options on update does not work on bigquery connector
FSTORE-969 Scheduled jobs are not triggering when expected
FSTORE-993 HSFS Java should use UTF-8 when creating the StringEntity
FSTORE-999 Cannot get feature vector from a shared feature view
FSTORE-1012 Hopsworks-api got an unexpected keyword argument 'feature_store_topic'
FSTORE-1016 Onlinefs schema issue
FSTORE-50 Tutorial how to write custom transformation function for feature view
FSTORE-449 Use Caffeine cache for schemas
FSTORE-576 Tutorial for transformation functions in sklearn
FSTORE-654 Should throw proper error if data format is not provided.
FSTORE-672 Add shared feature store workflows tests
FSTORE-742 Statistics API
FSTORE-803 Beam support for HSFS java client
FSTORE-839 Single Kafka topic per project
FSTORE-840 Use existing Kafka cluster
FSTORE-860 EJB timer to delete orphan statistics
FSTORE-862 Allow naming of Kafka topics for data ingestion
FSTORE-865 Update online feature store logs
FSTORE-866 Add option to deprecate a feature group
FSTORE-877 Create Training Datasets in Flyingduck
FSTORE-884 Flying Duck - Write End-User Documentation
FSTORE-887 Compute statistics on both untransformed and transformed data when creating a Training Dataset
FSTORE-888 Upgrade flink 1.14 to flink 1.17
FSTORE-891 SQL and expat migrations for Statistics
FSTORE-899 Capability Write Up - Feature Engineering in Flink
FSTORE-903 External Warehouse Access Flyingduck
FSTORE-904 Flying Duck - Write Blog Article
FSTORE-908 Upgrade scheduler to near real-time standard and cron frequencies
FSTORE-926 Hopsworks BigQuery Storage Connector can't create and write data to external FG from Dataproc cluster
FSTORE-938 Remove enabled flag on Feature Monitoring Configuration to only use scheduler flag
FSTORE-939 Change name of Stream Feature Group's DeltaStreamer Job
FSTORE-940 Constraints for job and scheduler deletion
FSTORE-947 Tutorials Streamlit Fix
FSTORE-948 Add ASOF Joins to Hopsworks Query Constructor
FSTORE-952 Single Kafka topic per project
FSTORE-956 FS REST API logging and metric
FSTORE-958 Rename and split tutorial notebooks as feature, training and inference pipelines
FSTORE-961 tutorial for bytewax / hsfs integration
FSTORE-964 Exclude extra data from get all feature groups api
FSTORE-970 Include schedule in the job DTO
FSTORE-977 FlyingDuck - Slides Pydata
FSTORE-978 Hopsworks recommender system tutorial
FSTORE-979 Flink hsfs client workflow test
FSTORE-981 Make clear that from python env only stream=True is supported
FSTORE-982 Adopt serving key in feature store Rest API
FSTORE-984 FlyingDuck BigQuery Connector
FSTORE-988 Add PIT join tests to workflow/load tests
FSTORE-994 Use non-ascii characters in user first and last name in nightly tests
FSTORE-995 Return feature value in get_feature_vectors when entry is str instead of int
FSTORE-996 FS REST API Alert
FSTORE-1010 Don't leave orphaned subjects when deleting online enabled fg
FSTORE-1013 Hopsworks-api allow to specify feature_store_topic when creating project
FSTORE-1014 [Online FS REST API] Failed to return features when only primary key is selected
FSTORE-1020 Unable to delete a FeatureGroup with a FeatureView with filters
FSTORE-1027 FS docs fix
FSTORE-1028 POC for prospect customer
FSTORE-1031 Update Colab links in docs
HWORKS-224 hopsworks python SDK opensearch link broken
HWORKS-267 After fail checkout, branch is empty on pull
HWORKS-269 Don't show the same in file status and in UI table
HWORKS-309 Bugs in searching
HWORKS-319 User active projects not updated
HWORKS-331 Hopsworks metrics not showing after payara restart
HWORKS-374 opensearch_api.get_default_py_config() returns public IP of host, should return consul fqdn
HWORKS-379 LDAP users cannot download certificates
HWORKS-386 Spark job does not accept space in arguments
HWORKS-397 Links to Model Serving API reference are broken
HWORKS-459 Audit log caller should be consistent
HWORKS-469 Dependent conda commands not handled correctly in case of failure
HWORKS-475 hopsworks Python library can't connect in sklearn legacy deployments
HWORKS-492 Servings logs are not shown in Kibana
HWORKS-493 Request batching configuration is broken in the deployment creation form
HWORKS-496 Exception not raised if other than duplicated deployment entry
HWORKS-498 Transformer resources in dict format are not properly deserialized
HWORKS-499 Support for jupyter notebooks as predictor scripts
HWORKS-501 Collect logs in Flink UI and distribute custom libraries
HWORKS-521 Resolve ruby test failures
HWORKS-524 HSML ignores knative_domain parameter
HWORKS-525 Python resource monitor for K8s counts all nodes
HWORKS-528 Agent users should never be blocked
HWORKS-533 Nightly jenkins pipeline reporting 500 failures even though we have only 40 tests
HWORKS-539 Storage initializer broken after release of requests 2.29.0
HWORKS-540 Bump guava version to 27.0-jre
HWORKS-541 update CVE suppression - hops updated dependencies
HWORKS-558 Old UI getting 404 trying to get dela client
HWORKS-561 Hopsworks Kafka Authorizer does not allow IDEMPOTENT_WRITE operations
HWORKS-562 Serving hashcode method should handle null cases
HWORKS-563 Bump commons-configuration2 in expat
HWORKS-566 User account creation fails if the serving api key is not available within 3 seconds
HWORKS-568 Expat fails to start with logging class not found exception
HWORKS-569 Filebeat cannot list nodes which is required for scraping container logs
HWORKS-570 Flatbuffer class not found exception when running arrow internal spark
HWORKS-577 Upgrade 3.2 to 3.3 failing on kzookeeper::default
HWORKS-599 Execution status is not being updated
HWORKS-600 Python library installation failure on non DAS nodes
HWORKS-602 HA cluster could not connect to live logs, rm UI, spark UI, monitor, onlineFS
HWORKS-604 Collect glassfish node logs in logstash
HWORKS-605 GitTimeoutCommandsMonitor not working in HA
HWORKS-606 Spark and Flink configuration files are not present in Glassfish config nodes
HWORKS-608 Git commit message might be bigger than VARCHAR(1000)
HWORKS-609 Alertmanager config missing route.repeat_interval
HWORKS-610 HazelcastSerializationException on JupyterJWTManager
HWORKS-611 ApiKey filter should check if user is blocked
HWORKS-612 hops-hadoop-chef should automatically set HopsYARN HA attributes
HWORKS-614 hopsworks.login on a project with shared feature store
HWORKS-616 Upgrade fails on fuse_mnt
HWORKS-619 Python jobs are always set to FAILED even after completion
HWORKS-622 hsml connection fails to close
HWORKS-624 Race condition in LibraryInstaller CondaCommand execution
HWORKS-625 Kafka storage connector fails migration if inode is null
HWORKS-634 Revisit RonDB restore process in Chef recipes
HWORKS-638 Kafka 3 removed --zookeeper option
HWORKS-639 Template cert store passwords in onlinefs-kafka.properties
HWORKS-643 Revoke Glassfish internal certificate when restoring a backup
HWORKS-653 Publish hopsworks-service-discovery module on archiva
HWORKS-654 extra constraints migration does not respect the order of the columns
HWORKS-655 elkadmin certificate is not generated when restoring a backup
HWORKS-657 Setting current_version attribute with patch version will template all the DDL SQL files
HWORKS-660 Consul recipe should install bc package
HWORKS-661 Incorrect glassfish certificates after upgrade to HA environment
HWORKS-663 remote_file does not support not_if condition
HWORKS-666 Configuring HA Glassfish fails when importing certificates on worker nodes
HWORKS-670 Set Flink job staging and checkpoint directories per user
HWORKS-674 Feature store job migration doesn't work if the spark user is not spark
HWORKS-217 Alerting needs to update alertmanager config in local file system
HWORKS-218 Fix upload for clustered payara
HWORKS-225 Create Deployment Groups in payara5 (clustering)
HWORKS-226 python api should throw informative error if user tries to download a folder
HWORKS-258 Add hopsworks python sdk dataset upload/download to workflow testing
HWORKS-266 Checking out a branch that exist on remote repo does not work
HWORKS-284 Documentation to export cluster logs
HWORKS-314 Add support for git fetch and reset
HWORKS-409 cleaner timer bean are too verbose and pollute logs
HWORKS-415 Add project name to the audit logs
HWORKS-422 Exclude old versions of the documentation from being indexed by search engines
HWORKS-428 Add sleep to loadtest to avoid running into issue due to parallelizing test
HWORKS-437 Upgrade Kafka to version 3.4.0
HWORKS-446 Fix programmatic timers for HA
HWORKS-447 Merge ObjectMapper singletons
HWORKS-448 Fix singletons with concurrency management
HWORKS-449 Fix cache singletons for HA
HWORKS-452 Fix persistent timers for HA
HWORKS-486 Remove hdfs_inodes foreign key from Project table
HWORKS-487 Remove hdfs_inodes foreign key from Dataset table
HWORKS-491 Replace hsml with hopsworks in the code snippets shown in the UI
HWORKS-494 Support local script path in model.deploy()
HWORKS-503 Remove inode foreign key from git repositories
HWORKS-508 Remove DML undo files
HWORKS-510 Archive hops-util Java
HWORKS-511 Add number of GPUs to Python resource usage
HWORKS-512 Docker cgroup parent should be configurable
HWORKS-515 Remove inode foreign key from feature store code
HWORKS-516 Integration test VMs not shut down properly when test is aborted or fails early
HWORKS-520 Make oauth claims configurable
HWORKS-523 Remove inode foreign key from transformation_function table
HWORKS-526 Remove inode foreign key from validation_report table
HWORKS-527 Fix Jupyter JWT manager for HA
HWORKS-529 Upgrade base environment to Python 3.10
HWORKS-530 Kafka advertise listeners should use consul domain name
HWORKS-531 Memory alerts for HMS and HS2
HWORKS-536 Move master encryption password to KMS
HWORKS-542 Docker Library Installer refactor
HWORKS-548 Remove inode foreign key from training datasets
HWORKS-551 UserDTO polluting logs
HWORKS-552 Add org.apache.commons:commons-pool2:jar:2.6.2 to Spark classpath
HWORKS-555 Jupyter on Hopsfs-mount
HWORKS-556 Remove bijection-avro_2.12 - CVE-2017-15288
HWORKS-557 Send alert through Alertmanager if project creation fails
HWORKS-560 Add an alert when approaching the maximum number of shards in a cluster
HWORKS-564 Bump Grafana version to address security vulnerabilities
HWORKS-565 Hopsworks api dataset upload should support parallel chunk upload
HWORKS-573 Only set python engine in project.get_feature_store() if connected to app
HWORKS-574 Remove hdfs_inodes FK from hdfs_command_execution
HWORKS-575 Remove reusing load/workflow test environment from run script
HWORKS-584 Metrics exception due to uninitialised executor pool
HWORKS-585 Change the download url for maven in karamel-chef
HWORKS-586 Upgrade great expectations to 0.14.13
HWORKS-587 Remove inode foreign key from feature views
HWORKS-588 Remove inode foreign key from external feature groups
HWORKS-592 Documentation for enabling hopsfs mount for Jupyter
HWORKS-603 Switch to using libmamba solver in Anaconda
HWORKS-607 Remove inode foreign key for statistics
HWORKS-620 Bump Hops version to 3.2.0.10-RC0
HWORKS-623 Bump hops-git dev version to 0.5.0
HWORKS-628 Skip project creation failure alert if a project with the same name exists
HWORKS-648 Change default ports for the alertmanager
HWORKS-649 consul should log to a file instead of stdout/systemd
HWORKS-650 onlinefs should not log to stdout
HWORKS-651 Airflow should not log to stdout
HWORKS-658 Hops certificate localization directory should not be at /tmp
HWORKS-659 PID files should not be under /tmp
HWORKS-664 Hive temporary directories should be under java.io.tmpdir and not under /tmp
HWORKS-667 MySQL X plugin socket should not be at /tmp
HWORKS-668 Release new version of Karamel
FSTORE-647 GCP connector path issue
FSTORE-683 Editing BigQuery (and maybe other connectors) It's not possible to set arguments field to ‘null’/‘undefined’/[]
FSTORE-719 Kafka connectors with plaintext as security protocol can't be retrieved by hsfs
FSTORE-752 Online type consistency issue
FSTORE-798 Beam integration tutorial improvement
FSTORE-800 Kafka Topic creation times out after 3 seconds
FSTORE-801 Onlinefs should not try and write rows to tables that have been deleted
FSTORE-812 Enable Kafka topic auto creation
FSTORE-814 StackOverflowException if you provide statistics columns in the statistics config
FSTORE-816 Add Kafka Datasource Jar file to spark deployment
FSTORE-843 Online-enabled External Feature Groups are offline after .save
FSTORE-844 Shade avro dependency in hsfs
FSTORE-846 Feature Group commit_details fails in certain cases
FSTORE-847 Spark Pandas UDFs not working on 3.1 and non-cloud installations
FSTORE-853 Flyingduck HSFS Client: Support Features without Featuregroup
FSTORE-854 Flyginduck HSFS Client: Support datetime objects for date filters
FSTORE-857 Appending to an online feature group fails after upgrade
FSTORE-863 Spark integration documentation doesn't have correct hive metastore jar option
FSTORE-864 Downgrade avro version in hsfs to 1.8.2
FSTORE-890 Statistics are not filtered properly for row percentages other than 1
FSTORE-894 mkdocs-minify-plugin missing from setup.py
FSTORE-902 Recomputing training dataset statistics should overwrite existing statistics
FSTORE-910 OnlineFS set NaN to null
FSTORE-912 Use a recursive approach to infer schema of pyarrow struct
FSTORE-917 Update metadata for expectation suite expect decamelize dict
FSTORE-918 Ensure alert are sent only once
FSTORE-919 Dataframe row upload to kafka progress bar is broken on hsfs master
FSTORE-922 Python join deserialization reads join_type instead of type
FSTORE-929 Enable self join in REST API
FSTORE-934 Flying Duck / HSFS - JVM Error Investigation
FSTORE-936 Canary NPE when ingesting
FSTORE-955 get_batch_data failed when there is no training dataset
FSTORE-962 Topics for feature store do not account for default replication configuration
FSTORE-963 feature group expectation_suite setter doesn't handle properly ExpectationSuite type objects
FSTORE-965 fastavro fails to build when installing HSFS
FSTORE-808 Statistics API new schemas, CRUD and filtering
FSTORE-859 Loadtest and integration tests for Statistics API
FSTORE-868 Support for Feature View statistics based on both commit times and event times
FSTORE-625 Design Log for FM persistence
FSTORE-733 Write initial design document for feature store REST API
FSTORE-544 Flying Duck v1
FSTORE-574 streaming feature computation pipeline example using Flink
FSTORE-577 Add options to AWS S3 storage connector
FSTORE-626 Boilerplate FM persistence
FSTORE-674 Modify project and FG alert to add new status for FM
FSTORE-675 Hopsworks backend for FM alert
FSTORE-684 Job scheduling PoC
FSTORE-690 Setup Online Feature Store Benchmark with Locust
FSTORE-712 Add Feature Monitoring Job to FsJobManagerController
FSTORE-713 Add endpoint to get feature monitoring config by name + enable/disable
FSTORE-721 Sketch prototype run_feature_monitoring job
FSTORE-736 Export Consumer Group status from onlinefs to prometheus for onlinfs health monitoring
FSTORE-737 Show archived commits in Feature Group activity page
FSTORE-740 Support for Date type columns as primary key on online storage
FSTORE-744 Flying Duck - HSFS Integration
FSTORE-748 Flying duck: Monitoring
FSTORE-749 Move OnlineFS Kafka offsets in RonDB
FSTORE-750 Feature flag for Feature Monitoring
FSTORE-751 Flink support for HSFS java client
FSTORE-768 Integrate scheduler with Feature monitoring service
FSTORE-769 Input Validation and Exception in Feature Monitoring
FSTORE-771 UX proposal for python client feature monitoring
FSTORE-778 Add more type hint to hsfs
FSTORE-779 Simplify OnlineFS
FSTORE-802 Resolve OnlineFS memory consumption
FSTORE-815 Auto-reset Feature Group Kafka offset after topic recreation/upgrade/restore
FSTORE-817 Integrate alerts in feature monitoring
FSTORE-821 Add feature store name to feature store table for REST API
FSTORE-829 Test ASOF Joins in DuckDB
FSTORE-835 Investigation: HSFS Pandas 2.0 Compatability
FSTORE-836 HSFS "Querying..." Printline
FSTORE-837 Flyingduck Karamel Integration
FSTORE-838 Asnychronous fg.insert
FSTORE-841 Relax confluent-kafka dependency to support python 3.10
FSTORE-848 Add support for transformation function to Feature Monitoring
FSTORE-849 Support Spine Dataframes for batch data and training datasets
FSTORE-850 DBT tutorial with BigQuery
FSTORE-851 Increase Kafka List Topics Timeout in HSFS
FSTORE-852 Increase Flyingduck Python Version
FSTORE-855 HSFS Client: Query object .get_feature(), features that returns all features, not just the left side of join
FSTORE-858 Pandas 2.0 Compatibility
FSTORE-861 hsfs client should fetch external broker address for spark/pyspark
FSTORE-867 End to end workflows feature monitoring.
FSTORE-869 Fix typo data validation doc
FSTORE-871 Round event_time to hour in monitoring
FSTORE-873 Add fetch dataset stats support based on specific id + bug fix
FSTORE-874 Notebook feature monitoring demo
FSTORE-875 Design Log External FG Access in Python/Flyingduck
FSTORE-886 Persist feature view statistics computed on both transformed and untransformed data
FSTORE-889 Documentation for Flink/Beam compute engines and feature engineering
FSTORE-893 Get hopsworks certificates for external Flink client
FSTORE-911 Failed to ingest nullable int/long data
FSTORE-913 Add support for MEDIUM/LONG BLOB/TEXT
FSTORE-914 Test HA Hackathon Ticket
FSTORE-915 Flying duck not being used for non-admin users
FSTORE-931 Add support for creating feature group metadata through save method
FSTORE-935 add return type to get_feature_vector(s)
FSTORE-945 Bump OnlineFS version to 1.6
FSTORE-947 Tutorials Streamlit Fix
FSTORE-953 Add feature store REST API doc
FSTORE-615 HSFS JavaDoc
FSTORE-22 Failed to insert data to streaming FG
FSTORE-313 Throw intelligible error message when calling save on unsupported external feature groups in python engine
FSTORE-456 Validation time in the future
FSTORE-516 the 'transformationFunction" fields empty in feature_view.json()
FSTORE-540 Fix shared fs integration tests
FSTORE-549 Uploading a large number of rows to onlinefs fails with TOPIC_AUTHORIZATION_FAILED
FSTORE-566 Feature store online metrics page returns dashboard not found
FSTORE-602 get_or_create_feature_group does not validate feature group name
FSTORE-607 Investigate hsfs java resource leaks
FSTORE-636 ExpectationSuite sonarkube smartUpdate transaction
FSTORE-639 Pin SQLalchemy version or upgrade to new 2.0.0 version
FSTORE-653 get_feature_vector is broken
FSTORE-660 Docs: Syntax issue for creating external feature group
FSTORE-661 Creating external feature group in Jupyter Notebook didn't work
FSTORE-682 Fix fg save_expectation_suite
FSTORE-689 Shallow dataframe copy hides TZ bug
FSTORE-693 Insert with validation suite throws date format exception
FSTORE-701 Fix loadtest datavalidation
FSTORE-730 Fix Multiple backfill job started in dataval loadtest
FSTORE-760 Fix the printing of log in the stack trace for loadtest jobs
FSTORE-763 Onlinefs handling avro exception after append
FSTORE-776 Floating Point Issue with Train Test Split Ratios
FSTORE-780 Documentation doens't mention type limitation for event_time
FSTORE-781 Documentation for extenral feature groups still refers to them as on-demand feature groups
FSTORE-794 Offline fg backfill fails due to the DelataStreamer config Class path(s) in HudiEngine.java are not set correctly
FSTORE-804 Resolve OnlineFS getAndCastValue NullPointerException
FSTORE-812 Enable Kafka topic auto creation
FSTORE-814 StackOverflowException if you provide statistics columns in the statistics config
FSTORE-559 Test connection feature for storage connectors
FSTORE-572 Design Log: HSFS Javadocs API
FSTORE-609 Design Log for FM Extend Alerts API
FSTORE-610 Design Log for FM UI / UX
FSTORE-41 From the storage connector; there is no way to know if you are actually connected
FSTORE-44 From a notebook the connector does not say either if it worked or failed
FSTORE-343 Separate HSFS java client build for different Frameworks
FSTORE-349 Add advanced tutorials to documentation
FSTORE-353 Extend the README.md files for the electricity prices and NYC Taxi tutorials
FSTORE-373 Remove job when a fg or fv is deleted.
FSTORE-405 Add entity type to fs job name
FSTORE-434 Improve Kafka message delivery callback error handling
FSTORE-483 Hiveserver2 query optimization config
FSTORE-487 Handle each feature group in its own retry loop
FSTORE-490 Add more assert to Feature Store load test
FSTORE-491 Backfilling user story Design Document
FSTORE-492 Change notebooks that use sklearn models to XGBoost and save them as JSON files, instead of as pickled python files
FSTORE-493 Add load test for online feature store to test data integrity and volume
FSTORE-495 CItibike Tutorial
FSTORE-506 update hopsworks tutorials for 3.1 APIs
FSTORE-528 Add single expectation API and 3.1 changes to data validation tutorials
FSTORE-546 Update several Tutorials to 3.1 hopsworks API
FSTORE-547 Update Tutorials to 3.1
FSTORE-554 cleanup training dataset statistics
FSTORE-557 Simplify getRowClass method
FSTORE-558 Attach transformation function to self join query
FSTORE-561 Add load test for concurrent creation and insertion of online feature groups
FSTORE-562 Add load test to integrate benchmark for vector lookup
FSTORE-568 Add meaningful exceptions to the tutorials, that use API keys
FSTORE-569 New version of Bitcoin Tutorial
FSTORE-570 Design log: Kafka Authoriser Update
FSTORE-571 3.0 Some tutorials Fix
FSTORE-573 documentation/guide about on-demand feature computation pipeline
FSTORE-575 write streaming feature computation pipeline example
FSTORE-581 Review feature view documentation
FSTORE-588 Kafka Authoriser Update
FSTORE-589 Document behaviour of get_feature_vector(s) for missing PK values
FSTORE-591 Fix for hops-kafka-authorizer Sonarqube issues
FSTORE-597 Fix for online-fs Sonarqube issues
FSTORE-611 Investigate how to visualise Feature Monitoring
FSTORE-613 Make Kafka Topic partition default configurable for APP upgrade
FSTORE-614 Auto Kafka Topic recreation needs to provide better error message in Hopsworks for APP upgrade
FSTORE-617 Fix java docstrings to build javadocs
FSTORE-618 Expand current java docstrings to cover new hsfs functionalities
FSTORE-619 make the changes to the github action, pom.xml and mkdocs.yml to publish javadocs
FSTORE-621 Make unit tests run on hsfs branch-3.1
FSTORE-623 Flying Duck: Fix integration into deployment process
FSTORE-624 Add examples from hops-examples repo to hopsworks-tutorials repo
FSTORE-627 Create dockerfile and python entrypoint script-snowflake connector
FSTORE-628 Hopsworks backend logic, bash script to start the container and REST API-snowflake
FSTORE-629 Add CI/CD, set up Jenkins to deploy docker image to docker registry and pull on new clusters-snowflake
FSTORE-658 Incomplete doc string of create_external_feature_group
FSTORE-666 Fix modeling notebook in Bitcoin Price Prediction tutorial
FSTORE-667 Rerun and Refactor all tutorials
FSTORE-669 Enable GCS and BigQuery storage connector feature flags by default
FSTORE-670 Add provenance workflow tests
FSTORE-678 Flying Duck - Logging / Monitoring Configuration in Server
FSTORE-679 Upgrade Air Quality Tutorial
FSTORE-680 Optimize HSFS for single row writes
FSTORE-681 Fix blockers in hopsworks noticed by sonarqube
FSTORE-685 Improvments to onlinefs
FSTORE-687 Pin numpy in nightly-build
FSTORE-694 Users should have control over the size of the connection pool for online feature view
FSTORE-695 Flying Duck - Integrate Monitoring in Server and Chef
FSTORE-697 Handle timezones in validation report timestamp
FSTORE-698 Write Hudi performance best practices guide
FSTORE-704 Flying Duck - Hudi Table Reader Implementation
FSTORE-706 HSFS java make FeatureGroupBase into abstract class
FSTORE-708 Flying duck: Logging
FSTORE-714 Bump onlinefs version
FSTORE-724 Separate workflow and load tests
FSTORE-726 when computing pandas statistics check if mean is numeric type
FSTORE-735 Kafka authorizer Sonarqube fix
FSTORE-739 Add batch scoring examples to all non-online tutorials
FSTORE-741 Resolve outstanding onlinefs sonarqube issues
FSTORE-743 Add online support for External Feature Groups
FSTORE-757 Investigate Describe requests on all kafka topics by users in workflow tests
FSTORE-758 Fix failed workflow test (failed to serialise timestamp)
FSTORE-759 Relax fastavro requirements in hsfs
FSTORE-762 Cherrypick FSTORE-467 to hopsworks 3.0
FSTORE-765 Simplify initialization of OnlineFS
FSTORE-772 BigQuery ExternalFG tutorial
FSTORE-774 Move gcsfs constraint to docker image
FSTORE-775 Improve OnlineFS markdown file
FSTORE-777 Remove MapValue from onlinefs
FSTORE-782 Allow resetting kafka offsets for stream feature groups after backup/restore
FSTORE-786 Pin PyMysql version in hsfs to < 1.0.3
FSTORE-787 FraudBatch Fix
FSTORE-788 FraudBatch Fix for dev branch
FSTORE-789 multi modular hsfs java client
FSTORE-795 Provide flink dependencies in Hopsowrks deployment and not in hsfs.
FSTORE-805 Bump OnlineFS version to 1.5
FSTORE-811 Bump python version in testconnector image
FSTORE-818 Flying Duck - HSFS Cloud Integration
FSTORE-820 FlyingDuck - Memory-Aware Result Streaming
FSTORE-822 Flying Duck - HSFS External Client Integration
FSTORE-831 Upgrade citibikes tutorials
HWORKS-29 Remove "Logical Clocks" from the feed back page
HWORKS-315 Copy and move get interrupted if run for too long
HWORKS-320 Pypi library versions not sorted correctly
HWORKS-360 Upgrade org.owasp.dependency-check-maven to 7.4.4
HWORKS-368 Fix serving tests
HWORKS-372 explicit provenance missing community stereotype
HWORKS-379 LDAP users cannot download certificates
HWORKS-380 PKI.java class contains resource leaks
HWORKS-381 hopsworks-api connection.close() should clean up hsfs and hsml connections
HWORKS-382 Provenance input links are missing for models trained on python kernels
HWORKS-390 app_id field in execution table is too short
HWORKS-407 Setting the maximum number of Projects per user to 0 let the user create unlimited Projects
HWORKS-410 Pin jupyter-console in Sparkmagic
HWORKS-414 dockerfile:experimental should be pushed to our docker registry
HWORKS-425 Update Grafana to address CVE-2022-39328, CVE-2022-39307 and CVE-2022-39306
HWORKS-431 Git image version shoud not be hardcoded in Hopsworks settings
HWORKS-444 Log aggregation reports incorrect failed status under load
HWORKS-445 Increase polling time for log aggregation to finish in execution.wait_until_finished()
HWORKS-481 hopsworks-api create_job fails on app_path missing for flink jobs
HWORKS-483 Add CREATING status for deployments
HWORKS-484 Consecutive python uninstall commands uses incorrect tag
HWORKS-507 kagent_param for kube hopsmon certificate break the deployment
HWORKS-524 HSML ignores knative_domain parameter
HWORKS-370 Upgrade TensorFlow to 2.11.0
HWORKS-373 Bump ray[serve] dependency in kserve package
HWORKS-400 Upgrade Jupyter(Lab) to address CVE-2021-32797
HWORKS-430 OnlineFS CVEs
HWORKS-126 Add idempotent methods for creating deployments
HWORKS-219 Fix Proxy Servlet to use consul instead of localhost
HWORKS-220 Fix zip/unzip for clustered payara
HWORKS-253 Refactor loadtest project creation
HWORKS-313 Include model.deploy() method in the docs
HWORKS-333 Fix container vulnerabilities
HWORKS-352 Make model input_example consistent across data types
HWORKS-361 Increase TransactionInactiveTimeout to 30000
HWORKS-362 Update spark to depend on latest version of hopsfs
HWORKS-363 Bump Hops version to 3.2.0.9-SNAPSHOT on hopsworks master
HWORKS-364 Update flatbuffers dependency in Hive to address CVE-2020-36632
HWORKS-366 Remove unused ClusterUtili price multiplicator singleton
HWORKS-367 create zip/unzip job
HWORKS-378 Metrics for consul nodes
HWORKS-391 Add utility function to create directory using hopsworks python SDK
HWORKS-394 Remove cron job to copy logs to HopsFS
HWORKS-395 Remove admin UI
HWORKS-398 OpenSearch Dashboard - elastic cluster status is wrong
HWORKS-399 Improve project admin rest api
HWORKS-402 Add monitoring rules
HWORKS-403 Parallelize workflow and load tests
HWORKS-405 Installing library using hopsworks python SDK should wait for ongoing environment sync operation
HWORKS-411 CVE-2023-25194 - Kafka Connect Worker Vulnerability
HWORKS-416 Upgrade data science libraries in Project environment
HWORKS-420 Remove links from images
HWORKS-423 Fix links for public slack on docs and community edition
HWORKS-435 Enable ACL for Zookeeper
HWORKS-436 Helper for loadtest to show execution logs in case of failure
HWORKS-441 Bump RonDB version to 21.04.10
HWORKS-442 Add log aggregation load test
HWORKS-443 Disable Hiveserver2 Web UI
HWORKS-451 Upgrade payara to 5.2022.5 to fix CVE-2022-42920
HWORKS-455 Remove old tours
HWORKS-457 Create users_groups view outside flyway
HWORKS-462 Remove Gemfile.lock file from community tests
HWORKS-463 Bump activerecord dependency in hopsworks-IT to 6.0.5.1
HWORKS-464 Update Python job documentation to reflect the fact that a K8s cluster is needed
HWORKS-467 Disable SSL/TLS Diffie-Hellman keys less that 2048 bits
HWORKS-470 Bump NVIDIA driver version to support CUDA 11.8
HWORKS-471 Remove usage of docker/dockerfile:experimental
HWORKS-472 Workflows/load tests python dependencies should be defined in a requirements.txt
HWORKS-474 Remove hdfs_user foreign key from JupyterProject
HWORKS-476 Remove hdfs_user_id foreign key from TensorBoard
HWORKS-478 Add webhook configuration support for alertmanager
HWORKS-480 Remove inode foreign key from storage connectors
HWORKS-485 Do not create linux user/group in git container
HWORKS-488 Add support for storing docker registry artifacts on S3
HWORKS-497 Remove homebew dependency from java cookbook
HWORKS-502 Add silence for CVE-2023-28462
HWORKS-505 Upgrade GPU components to support Cgroups v2/Rhel8/Ubuntu22.04
HWORKS-506 Bump Hops version to 3.2.0.9-RC0
HWORKS-513 Add MLOps Dictionary link to documentation
HWORKS-514 loadtest should run in its own anaconda environment
FSTORE-472 Metadata Management
FSTORE-474 Feature Flags
FSTORE-475 Storage Connectors
FSTORE-33 Improve HSFS parameter description
FSTORE-35 Permission matrix
FSTORE-42 Not very helpful doc "you can do it via the UI" (for external FG)
FSTORE-43 Documentation sample data has syntax issue (missing comma)
FSTORE-52 Fix typo in GE tutorial
FSTORE-309 Add support for like operator in query filter
FSTORE-311 Support datetime64[ns, TZ] typed columns
FSTORE-315 Upgrading GE version to 0.14.12 to support Jinja2 version 3.0.0
FSTORE-316 Add Timestamp/Timezone Guide
FSTORE-322 Enable update of feature view metadata in python client
FSTORE-325 Make driver field optional in Redshift connector configuration
FSTORE-328 throw intelligible error message if user set primary and partition keys doesn't exist
FSTORE-330 Adapt python client to the change introduced for the single expectation api
FSTORE-332 implement method for get_or_create_feature_view
FSTORE-334 explicit provenance - feature groups, feature views, training datasets
FSTORE-336 Improve error message in get_batch_data
FSTORE-337 Single expectation API & Expectation Suite Smart Update
FSTORE-339 Add Great Expectations Validation Activity
FSTORE-340 Add validation for great expectations kwars for feature names
FSTORE-341 Validation History for an expectation
FSTORE-342 Add java tests to github pipeline
FSTORE-345 Update documentation to reflect supported methods in hsfs engines
FSTORE-346 Fail to create feature view with query having `as_of`
FSTORE-347 Make documentation build strict
FSTORE-348 Refactor Tutorials documentation page
FSTORE-350 Clean up Key Files for Storage Connectors on Delete
FSTORE-352 Clean up hudi delta streamer job config files in resources
FSTORE-354 Write Home Credit Default Risk hopsworks tutorial
FSTORE-358 Add icon to external links in documentation navigation
FSTORE-359 Add return types to transformation functions in 3.1
FSTORE-360 Add "Client install guide" to docs
FSTORE-364 Fail to run DeltaStreamer job
FSTORE-369 Remove feature group details endpoint
FSTORE-371 Cannot modify a FG on the UI
FSTORE-379 Add documentation on how to share a feature store store and how to access it.
FSTORE-380 Expand query documentation
FSTORE-381 Label does not consider prefixed feature name
FSTORE-385 Handle same instance of transformation function for multiple features properly
FSTORE-387 Add feature_store_id and feature_group_id in expectation suite DTO
FSTORE-397 Fail to get batch query in java client
FSTORE-398 Add validation history method to python client
FSTORE-406 Document time related parameter in feature view
FSTORE-407 API Doc should include full package name for the RestAPIError
FSTORE-408 Fix feature group integration tests
FSTORE-411 Sharing featurestore fails
FSTORE-416 Problem with get_training_data
FSTORE-422 PIT join does not return event time column of right feature group
FSTORE-425 throw meaningful error if user tries to set time_travel_format=None in a Python kernel
FSTORE-429 Add data validation tutorial to loadtest
FSTORE-430 Add return type and code example in feature view python client
FSTORE-431 Fix typo in user guide for data validation
FSTORE-433 Accept list in event_time
FSTORE-441 Enable shortening of expectation_config field in ValidationResult
FSTORE-442 Increase kwargs varchar field in expectation table
FSTORE-446 user guide update for 3.1 data validation
FSTORE-447 Improve documentation for Tags
FSTORE-448 Feature view documentation problems
FSTORE-451 Bump onlinefs version to 1.4-SNAPSHOT on master
FSTORE-452 Show entire stack trace when exception in engine occurs
FSTORE-460 The code part of the Data Validation is confusing
FSTORE-467 Make it easier to start the backfill job from python
FSTORE-470 Add tests for running workflows with hudi commits
FSTORE-477 Change Online FS ALTER table algorithm
FSTORE-478 Add workflow tests for pyspark fraud batch and fraud online
FSTORE-481 Unify python and pyspark test code in load tests
FSTORE-482 Workflow test for onlinefs append feature
FSTORE-484 Storage connector feature flag
FSTORE-485 Update Hive Grafana dashbaord to reflect new GC configuration
FSTORE-488 Ensure type consistency between write/read/online/offline python/spark
FSTORE-489 Bump spark driver memory to 2GB and executor memory to 4GB
FSTORE-494 add documentation how to add new filters and/or join new FGs to feature view query
FSTORE-496 Test improvements
FSTORE-497 Change integration test after validation time in future bug fix
FSTORE-498 Throw error when filter feature not exist
FSTORE-499 add python code snippets to API docs
FSTORE-505 Remove old feature store tour files
FSTORE-509 Update expectation suite metadata in backend on setter call.
FSTORE-510 Implement reliable ingestionResult for Validation Report
FSTORE-513 Make .parquet file default format for training datasets
FSTORE-515 Prevent deleting Expectation Suite activity on deletion of the suite
FSTORE-519 Redshift storage connector documentation is out of sync
FSTORE-523 Improve user messages for forbidden actions.
FSTORE-526 Don't cast all types when reading from feature view
FSTORE-529 Documentation for Permission matrix
FSTORE-530 Add override logic to save_expectation_suite
FSTORE-541 Investigate missing data in onlinefs load test
FSTORE-542 Add server version check to python client to make correct expectation suite call
FSTORE-543 Add get_batch_data and get_feature_vector functions to workflows
FSTORE-545 Add 3.1 new data validation methods to loadtest
FSTORE-548 Remove deprecated np. types from tests and type conversions
FSTORE-554 cleanup training dataset statistics
FSTORE-555 Add explicit provenance documentation
FSTORE-556 Add examples about include_primary_key and include_event_time
FSTORE-562 Add load test to integrate benchmark for vector lookup
FSTORE-567 Fix data validation loadtest to avoid uploading reports with same timestamp.
FSTORE-579 Tutorials 3.1 Update
FSTORE-581 Review feature view documentation
FSTORE-589 Document behaviour of get_feature_vector(s) for missing PK values
FSTORE-600 Fix training_dataset creation in Electricity project
FSTORE-606 Upgrade Fraud Batch/Online Tutorials
FSTORE-613 Make Kafka Topic partition default configurable for APP upgrade
FSTORE-621 Make unit tests run on hsfs branch-3.1
FSTORE-658 Incomplete doc string of create_external_feature_group
FSTORE-662 Deployment error. 3.1.
FSTORE-669 Enable GCS and BigQuery storage connector feature flags by default
FSTORE-700 Improve Bitcoin Tutorial
FSTORE-726 when computing pandas statistics check if mean is numeric type
FSTORE-4 FGs with 3 rows - when creating a TD, get an error creating statistics
FSTORE-5 Snowflake connector documentation assumes using the old classic snowflake UI
FSTORE-7 Deleting a Storage Connector does not work
FSTORE-8 Snowflake connector: trying to read with no query throw an error
FSTORE-10 Snowflake storage connector Warehouse is NOT optional
FSTORE-11 Feature group create documentation points to dev (3.1.0-SNAPSHOT)
FSTORE-13 Fraud Online Tutorial Step 7: Create Training Dataset. FeatureStore exception
FSTORE-15 Weight & Biases Colab failed
FSTORE-16 Filtering null values on a decimal feature failed
FSTORE-20 UI changes iris ML tutorial
FSTORE-21 Cannot create streaming feature group without primary key
FSTORE-23 Hopsworks Tutorials - Colabs
FSTORE-24 Fraud retail Colab failed
FSTORE-25 Query difference between external/internal Hive clients
FSTORE-27 Failed to get training data on a feature view if multiple splits with non standard names
FSTORE-29 Problem with Online Feature Group creation
FSTORE-31 Fraud Online Tutorial error
FSTORE-32 Data Validation with GE Tutorial
FSTORE-34 Weights & Biases Tutorial
FSTORE-36 Documentation not updated for train_validation_test_split method
FSTORE-37 api-key documentation broken image and screenshots from old UI
FSTORE-40 Creating online feature without online type
FSTORE-45 Missing entries when uploading large number of rows
FSTORE-53 apply_transformation_function provided Training Dataset instead of Transformation Functions
FSTORE-56 Fail to delete a FV in clients if some FG are deleted.
FSTORE-312 Multiple minor documentation issues in Redshift Feature Ingestion Tutorial
FSTORE-314 Fix td -> fv migration
FSTORE-318 Provenance NullPointerException for a feature group
FSTORE-319 replace license for ImportJobConf to Hopsworks instead of LC
FSTORE-320 Feature group documentation in feature group list points to nowhere
FSTORE-323 Resolve OnlineFS ClusterJ Session usage issue
FSTORE-326 Bigquery connector removed after updating it through the UI
FSTORE-327 Incorrect filling of default kwargs in great expectations table
FSTORE-329 CommitDTO type field is not returned anymore after Payara5 merge
FSTORE-331 BigQuery connector doesn't work if the application is executed on multiple nodes
FSTORE-333 Featurestore insert in Hudi table does not support certificate rotation
FSTORE-351 epipe - provenance index - handle resource folders correctly
FSTORE-366 Shorten result field is throwing error
FSTORE-370 NPE when time_travel_format=None
FSTORE-372 User Guide typos
FSTORE-376 Error in getting batch query when label is the only column selected from a feature group.
FSTORE-377 Corrupted FGs in Hopsworks after deleting a FG
FSTORE-378 Fixing pre-registered great expectations to fix the UI
FSTORE-383 Feature View method documentation
FSTORE-388 Weird values in Online FS, after using .append_feature
FSTORE-389 Activity logs reports activities from other users
FSTORE-390 Exception thrown when query feature group with appended features with default value
FSTORE-391 Ingesting dataframe with nullable=False column causes Exception in Hudi/Hive/Spark
FSTORE-392 Change GCS authentication properties
FSTORE-393 Fix bug introduced by single expectation API
FSTORE-395 great_expectation_engine in python client called with outdated arg list
FSTORE-396 Registered Great Expectations Kwargs set in json should be list
FSTORE-400 Integration Tests: trainingdataset_spec
FSTORE-401 Integration Tests: featuregroup_spec
FSTORE-402 Integration Tests: feature_store_activity_spec
FSTORE-403 Integration Tests: featurestore_code_spec
FSTORE-410 create feature view join.prefix is NoneType
FSTORE-412 json ignore on `isTimeTravel()` in Query.java
FSTORE-413 query prefix throws TypeError
FSTORE-414 feature_view.create_train_test_split always returns empty df
FSTORE-417 Problem with create_train_validation_test_split
FSTORE-418 Write options have no effect with .insert method in Python engine
FSTORE-420 Feature Group insertion job from Python does not apply spark resources correctly
FSTORE-423 expectation meta field not parsed on init
FSTORE-426 Errors/out of date info in the Data Validation documentation
FSTORE-427 Reading training data from HopsFS stopped working with pyarrow 10.0.0
FSTORE-432 Fix event_time in hopsworks-tutorial
FSTORE-435 Fetching report which have results with deleted expectation throws null pointer exception.
FSTORE-436 HSFS Java doesn't serialize JSONs correctly
FSTORE-437 Key error 'type' in inode.from_response_json
FSTORE-438 Methods get_train_validation_test_split and train_validation_test_split not returning same column type
FSTORE-443 Do not allow sending feature group feature offline type to be null
FSTORE-444 Data validation minor bug fixes for python client
FSTORE-445 Minor fix to tutorials
FSTORE-453 Fix convert_event_time_to_timestamp for datetimes with millisecond precision (hudi timestamps)
FSTORE-454 Show warning in output when data validation fails, right now it silently moves on
FSTORE-455 Default great expectation configuration not working
FSTORE-456 Validation time in the future
FSTORE-457 Data Validation code example is broken
FSTORE-459 Wrong FS name in API example for sharing FG
FSTORE-461 Append feature default value not working for online feature store
FSTORE-463 Import data to feature group job failure
FSTORE-465 Can't assign filter to feature view query
FSTORE-468 Cannot set timestamp type as partition_key in feature group
FSTORE-476 Schema not updated for hsfs java client after append
FSTORE-480 Create new Dynamic Object for each row in transaction
FSTORE-501 Can't insert streaming dataframe in streaming feature group using `insert_stream` method
FSTORE-507 figure out features and their transformation functions when attaching transformation functions with prefixes
FSTORE-508 NPE when creating feature view with labels
FSTORE-512 Typo in expectation_type leads to failure to execute validate job
FSTORE-518 Problem with Feature Groups Join
FSTORE-520 Feature view - explicit provenance if parent feature group is deleted
FSTORE-522 HSFS get redshift storage connector fails
FSTORE-527 Fix deletion issue with expectation suite due to activity table constrain
FSTORE-532 Redshift connector NPE when using Instance Role for authentication
FSTORE-534 Redshift Connector IAM Role authentication jackson issue with expiration field
FSTORE-538 Redshift connector read throws validation error for query argument inspite of table name specified on connector
FSTORE-551 Fix loadtest incorrect assert
FSTORE-552 Fix validate for pyspark when providing pandas dataframe
FSTORE-560 In onlinefs configuration, Hopsworks domain name is not configured by chef
FSTORE-639 Pin SQLalchemy version or upgrade to new 2.0.0 version
FSTORE-640 Fix QuickStart and Credit_Scores tutorials
FSTORE-653 get_feature_vector is broken
FSTORE-657 in dev branch tutorials imports are missing
FSTORE-660 Docs: Syntax issue for creating external feature group
FSTORE-661 Creating external feature group in Jupyter Notebook didn't work
FSTORE-663 Model training tutorial:Error on predictions after model deployment
FSTORE-682 Fix fg save_expectation_suite
FSTORE-689 Shallow dataframe copy hides TZ bug
FSTORE-691 Train test splits contain NaN column values
FSTORE-693 Insert with validation suite throws date format exception
FSTORE-730 Fix Multiple backfill job started in dataval loadtest
HWORKS-1 Documentation link at /account/api should point to https://docs.hopsworks.ai/3.0/user_guides/projects/api_key/create_api_key/ and not https://docs.hopsworks.ai/3.0/user_guides/integrations/databricks/api_key/
HWORKS-5 When adding member to project it is always set to data scientist
HWORKS-11 Github documentation expect you to know the platform
HWORKS-26 Clone repo documentation could be more hand holding
HWORKS-36 Deactivate the "Save" button on "Edit profile" page if there are no changes
HWORKS-39 python env - wrong docs link
HWORKS-45 Confusing paragraph in jobs and git
HWORKS-47 Python and Docker job should show reason why it crashed also when not caused by the application program
HWORKS-93 Fix serving tests
HWORKS-94 Upgrade from 3.0.0 to master fails when applying dml sql files
HWORKS-96 Feature store connection does not reset when calling hopsworks.logout()
HWORKS-97 Ensure a default value for serving_tool in new deployments
HWORKS-101 Models saved with the latest version of joblib (1.2.0) cannot be loaded in Hopsworks
HWORKS-110 Link to Kibana logs from deployment page is wrong in App
HWORKS-114 The password recovery email send to the old ui
HWORKS-115 Deploying cluster with Managed Kubernetes fails
HWORKS-116 Cluster deployment fails when overriding Hopsworks port in the cluster definition
HWORKS-117 Doc Bug: Auth Login Page
HWORKS-118 Fix failing git tests
HWORKS-122 Revoking certificate with exact X509 Name does not work
HWORKS-123 hopsworks.login() should hide API Key after it was supplied as input
HWORKS-140 Kafka authorizer incorrectly parses x509 Subject
HWORKS-143 .condarc still templating deleted attribute
HWORKS-150 Fix failing serving tests
HWORKS-154 Execution success variable not set correctly
HWORKS-156 Deleting projects with certain names may delete hopsworks docker images from the registry
HWORKS-158 Stuck in project creation when creating a project with the same name as a recently delete project
HWORKS-159 Payara5 fixes for hopsworks-api
HWORKS-160 Can't open airflow if payara is not restarted.
HWORKS-168 Customize consul health check error exit code
HWORKS-175 Make SELinux disabling and modifying resolv.conf optional in consul-chef
HWORKS-184 onlinefs username and monitoring port not templated in onlinefs-site.xml
HWORKS-185 Template Kafka listeners even if IDs are explicitly set
HWORKS-186 Fix blocker bugs reported by sonarqube analysis
HWORKS-194 Kafka external listener port collides with alertmanager
HWORKS-203 dnsmasq systemd unit is not enabled by default in CentOS
HWORKS-205 Fix RESTCodes compilation
HWORKS-208 mgm-server-start check for existing port is too wide
HWORKS-211 Deleting a python environment in a cluster with managed kube can delete another project images.
HWORKS-212 ExperimentResultsDTO throws IllegalAnnotationException
HWORKS-214 Reorder operations to start docker
HWORKS-242 Deployment fails to start in a non-kubernetes cluster
HWORKS-249 redshift connector save fails for default driver
HWORKS-250 HSML 3.0.* does not fully work with Hopsworks 3.1
HWORKS-254 onlinefs user is hardcoded in Hopsworks
HWORKS-260 Update LDAP configuration via the rest api not working
HWORKS-268 Karamel fail during dnsmasq installation
HWORKS-271 hopsify may time out when submitting a CSR
HWORKS-273 Docker containers total memory seems wrong on grafana dashboard
HWORKS-295 Project creation error message not informative
HWORKS-296 Spark job resource docs are wrong
HWORKS-297 Add retries to package Chef resource
HWORKS-301 Connection reset is not handled by LdapRealm injected resource
HWORKS-332 LDAP Group Project mapping UI changes the name of the ldap group when the mapping is selected
HWORKS-340 Member is removed from Project in LDAP auth where no LDAP groups Project mappings are defined
HWORKS-350 Add numpy constraint to KServe Python library
HWORKS-356 HDFS copyFromLocal and chown operations eventually fail during zipping/unzipping
HWORKS-357 Fix upgrade from Glassfish 4 to Glassfish 5
HWORKS-365 Remove hardcoded yarnapp user in jupyter notebook convert script
HWORKS-371 Prometheus database alerts do not trigger if the metric is absent
HWORKS-372 explicit provenance missing community stereotype
HWORKS-383 Documentation does not mention python kernel feature flag
HWORKS-410 Pin jupyter-console in Sparkmagic
HWORKS-425 Update Grafana to address CVE-2022-39328, CVE-2022-39307 and CVE-2022-39306
HWORKS-400 Upgrade Jupyter(Lab) to address CVE-2021-32797
HWORKS-2 API Keys guide should link to hopsworks login
HWORKS-8 Which permission for the github token
HWORKS-34 Make git repositories private
HWORKS-37 git workflow docs
HWORKS-71 Increase DockerResourcesConfiguration to 2GB
HWORKS-82 Code snippet in docs should use hopsworks.login() and not hopsworks.connection()
HWORKS-95 Show resource usage in JupyterLab
HWORKS-121 Skip adding application certificates to CRL
HWORKS-125 Improve status management for deployments
HWORKS-132 Push onlinefs docker image to internal docker registry
HWORKS-134 All integration tests should use expect_status_details instead of expect_status
HWORKS-136 Docker Cgroup cpu.cfs_quota_us should account for number of cores
HWORKS-137 Add chef parameter to overwrite location of /tmp directory
HWORKS-141 Add sample yaml for Alertmanager config
HWORKS-144 Bump RonDB version to 21.04.9
HWORKS-145 Remove ROCM Code
HWORKS-146 Docker image anaconda python environment should use python 3.8
HWORKS-155 Mention hops python library as deprecated from 3.0 in docs
HWORKS-161 Add final status to Python Jobs
HWORKS-162 Don't show "service user" role if it's not app
HWORKS-163 Hopsworks python jobs api should not check if the job already exists
HWORKS-165 Disable ee_ml_pipeline spec
HWORKS-166 conda-chef ignores tmp_directory attribute when installing miniconda
HWORKS-167 Remove dev/SNAPSHOT version from hsfs, hsml and hopsworks API docs
HWORKS-169 Bump version of commons-text due to CVE-2022-42889
HWORKS-171 model version should be downloaded in temp directory instead of current working directory
HWORKS-172 Do not overwrite mysql server log files
HWORKS-173 Explicitly set JAVA_HOME when calling hash.sh in elastic-chef
HWORKS-190 Hopsworks-chef should allow installation of custom certificate for Hopsworks UI
HWORKS-191 Run unit tests, license checker and vulnerability checker on pull request review
HWORKS-192 Fix master to use latest version of HopsHadoop 3.2.0.8-SNAPSHOT
HWORKS-199 Should be possible to get python library version using .__version__
HWORKS-201 Investigate git clone failing on multi-VM setup
HWORKS-202 Add project under creation flag
HWORKS-204 Support for installing .whl and requirements.txt using hopsworks python SDK
HWORKS-207 Add Docs on how to configure LDAP from Payara UI
HWORKS-210 jupyter threads fill up executor pool
HWORKS-213 hopsworks python SDK API doc code samples should use hopsworks.login()
HWORKS-223 Remove username prefix from cloned git repository folder name
HWORKS-243 Documentation on how to export audit logs to third party platform
HWORKS-244 Documentation on how to export metrics to third party platform
HWORKS-245 Documention that new github fine-grained tokens are not supported yet
HWORKS-256 [hopsworks-chef] Deploy user supplied intermediate certificate for Glassfish
HWORKS-257 Improve data validation testing in loadtest
HWORKS-259 Sync ldap groups upon user login
HWORKS-263 Make LDAP groups Hopsworks Project synchronization more granular that hour
HWORKS-289 Add enable_git_pull_only flag
HWORKS-290 Add enable_data_science_profile flag
HWORKS-291 Update opensearch version to 1.3.6
HWORKS-292 Apply SPARK-40801 to address CVE-2022-42889
HWORKS-293 Add cookbook flag to enable remote JMX
HWORKS-299 Add enable_jupyter_python_kernel_non_k8s flag
HWORKS-303 Grafana should show all resource managers not only active ones
HWORKS-310 Disable TLS1.1 for Opensearch dashboard
HWORKS-311 Disable TLS1.0 and TLS1.1 for Docker registry
HWORKS-312 Disable insecure chipers in Opensearch
HWORKS-318 Apply HIVE-24636 to remove the memory leak
HWORKS-322 CVE-2022-1471
HWORKS-324 .hw_api_key should be saved in home folder, or fall back to temp
HWORKS-326 Update and fix prometheus alerting rules
HWORKS-327 Drop commons-net dependency
HWORKS-330 Create a cluster overview dashboard in Grafana
HWORKS-335 Fix failing tests
HWORKS-339 Ensure the hopsworks tutorials work with 3.1 release
HWORKS-341 Add missing Audience.JOB annotation for full hopsworks API compatibility
HWORKS-342 Check major/minor version compatibility on hopsworks.login()
HWORKS-345 Switch Livy to use log4j 1.2 bridge
HWORKS-347 Configure Spark to use Log4j2 configuration
HWORKS-349 hsml v3.1.0 fails when backend is 3.0.4
HWORKS-353 In case of an upgrade initialize Hopsworks CAs in hopsworks-ca instead of Expat
HWORKS-361 Increase TransactionInactiveTimeout to 30000
HWORKS-362 Update spark to depend on latest version of hopsfs
HWORKS-393 Enable HSFS in default deployments (without KServe)
HWORKS-413 Description for model evaluation metrics is missing
HWORKS-423 Fix links for public slack on docs and community edition
HOPSWORKS-3255 elastic search - highlight fragment bug
HOPSWORKS-3253 Feature Group Type Enum breaks with Stream Feature Group after upgrade
HOPSWORKS-3252 Disable Kafka Topic deletion for feature group ingestion topics
HOPSWORKS-3246 New kafka topic names not included in the response after updating a deployment
HOPSWORKS-3236 Improve model inference error responses
HOPSWORKS-3235 Use Hudi snapshot query when users doesn't specify as_of in the query param
HOPSWORKS-3233 Timestamp incompatibility Spark/Hive/Hudi
HOPSWORKS-3232 Deleting a model used in existing deployments should not be possible
HOPSWORKS-3228 Bump scikit-learn to v1.1.1
HOPSWORKS-3227 Return valid inference endpoints only
HOPSWORKS-3221 Spark dist files do not respect HopsFS replication factor
HOPSWORKS-3220 HopsKafkaAuthorizer retry and refresh ACLs cache if cannot find any ACLs
HOPSWORKS-3212 Remove pickle file validation in storage-initializer
HOPSWORKS-3209 expectation_suite update is failing
HOPSWORKS-3207 Unexported service log viewer Chef attributes
HOPSWORKS-3204 Feature View can't get query when one of the feature groups was deleted
HOPSWORKS-3197 Feature Store quota enforcement fail with NPE for non-cached Feature Groups
HOPSWORKS-3193 Creating Feature Group from UI without Expectation Suite fails
HOPSWORKS-3191 OAuth not removing group if mapping is empty
HOPSWORKS-3187 Inference with Istio using HSML not enabled in transformers
HOPSWORKS-3185 Api key scopes do not cascade on delete
HOPSWORKS-3183 Online feature vectors are not sorted according to the user input
HOPSWORKS-3171 Rename PYTHON scope to PYTHON_LIBRARIES
HOPSWORKS-3149 Consul should only register the active resource manager
HOPSWORKS-3142 Transformation function does not handle null value
HOPSWORKS-3141 Query filter does not handle DATE type properly
HOPSWORKS-3133 Hopsify log file is in wrong directory
HOPSWORKS-3129 Consul does not detected a failed MySQLd
HOPSWORKS-3126 Should flush new Serving entity to get id
HOPSWORKS-3124 ruby test - always wait for started executions to stop
HOPSWORKS-3121 [FeatureView] Bug report
HOPSWORKS-3111 Hopsworks K8s certificate expiration should not be hardcoded
HOPSWORKS-3097 Make OAuth provider display name should not be mandatory
HOPSWORKS-3093 FileSaver.js package was outdated from Teleborder repository
HOPSWORKS-3090 CVE-2022-26612 - flink client vulnerability
HOPSWORKS-3087 Feature group data preview returns 500 when previewing streaming feature groups
HOPSWORKS-3070 Install custom PyTorch and Torchvision in base python environment
HOPSWORKS-3059 Latest version for monitored library should be null if not available
HOPSWORKS-3058 Hopsfs-mount chown's root directory ownership during upgrade
HOPSWORKS-3048 Python library installation using APIKey fails to get the user of the request
HOPSWORKS-3038 Add lock management in Python search singletons
HOPSWORKS-3031 Uglify failing hopsworks-web build
HOPSWORKS-3019 Filebeats data directory is wrong
HOPSWORKS-3015 flyway validation_rule table broken for 2.3 -> 2.4 -> 2.5 upgrade
HOPSWORKS-3013 Storage Connector Update not working
HOPSWORKS-2994 ModuleNotFoundError when saving code
HOPSWORKS-2993 Update git provider secrets throws an secret already exists exception
HOPSWORKS-2958 Hopsify should use internal https port to register with Hopsworks
HOPSWORKS-2957 Call hops::default from hopsworks::default
HOPSWORKS-2953 init_prepared_statement throws NoneType exception
HOPSWORKS-2952 update hsfs examples with train_split property
HOPSWORKS-2564 Alert manager config backup timer fails
HOPSWORKS-2100 Cannot enable model serving when Models folder already exists
HOPSWORKS-1932 feature store sharing ignores online feature store
HOPSWORKS-3251 Add numFeatureViews to FeaturestoreDTO for front-end
HOPSWORKS-3248 Rename On Demand Feature groups to external feature groups in hsfs
HOPSWORKS-3242 Improve handling of different data types in feature groups across online/offline
HOPSWORKS-3240 Stream Feature Group online enable exception only when trying to change the setting
HOPSWORKS-3231 Support custom external IP for istio ingressgateway
HOPSWORKS-3226 Hops Kafka Authorizer improve synchonization
HOPSWORKS-3225 Throw a warning instead of error while creating empty data featuregroup
HOPSWORKS-3222 Improve Logstash CPU utilization
HOPSWORKS-3217 Set default values for Inference batching and add access to Hopsworks var for Job audience
HOPSWORKS-3216 hops-hadoop-chef hops/nn/heap_size should set only the NN heap
HOPSWORKS-3211 Add endpoint for deployment logs
HOPSWORKS-3206 bump hopshadoop version 3.2.0.7 RC0
HOPSWORKS-3195 Refactor inference endpoints details
HOPSWORKS-3190 Upgrade OpenSearch to 1.3.3
HOPSWORKS-3186 [FeatureView] Feature view training dataset API redesign
HOPSWORKS-3184 feature view search
HOPSWORKS-3181 OAuth update user profile not working
HOPSWORKS-3176 Change the format of the Hopsworks audit logs to JSON.
HOPSWORKS-3173 Kafka store number of partitions and replicas in the database
HOPSWORKS-3169 [hops-hadoop-chef] Expose attribute to configure user limits in Yarn Capacity Scheduler
HOPSWORKS-3161 Hive connection should return better error message when accessing an unshared feature group
HOPSWORKS-3158 Print Job and Feature Store URLs within Hopsworks with correct Hostname
HOPSWORKS-3154 Make nodemanager-graceful-decommission-timeout-secs configurable
HOPSWORKS-3147 Make Kafka clusterinfo endpoint return also the external kafka broker endpoints
HOPSWORKS-3146 Fix delete user end-point
HOPSWORKS-3136 Migrate IAM role chaining docs
HOPSWORKS-3131 there can be only one fg.insert() or fg.save()
HOPSWORKS-3128 Iam role mapping fixes for new UI
HOPSWORKS-3125 [FeatureView] Merge feature view dev branch to master
HOPSWORKS-3123 [FeatureView] remove label from feature view table
HOPSWORKS-3119 Register OAuth user as admin
HOPSWORKS-3118 Create new role for hopsworks as a service user
HOPSWORKS-3114 Enable HTTP 1.0 in istio ingress gateway
HOPSWORKS-3113 Enable Hive session for all Jobs
HOPSWORKS-3112 Documentation for managing services
HOPSWORKS-3109 Allow creation of AWS storage connector without IAM role passthrouh
HOPSWORKS-3104 Fix error messages for services ui
HOPSWORKS-3103 Connect to Hive externally
HOPSWORKS-3102 Support custom domain name in the istio ingress gateway
HOPSWORKS-3100 [FeatureView] Migrate training dataset to feature view
HOPSWORKS-3099 [FeatureView] Java client
HOPSWORKS-3098 [FeatureView] Python client
HOPSWORKS-3096 Multiple expectation suite + remove great expectation matching
HOPSWORKS-3091 Allow users to configure clusterj connection pool/max transactions in onlinefs
HOPSWORKS-3086 change hopsfs small files default to disabled
HOPSWORKS-3084 Add Documentation for Okta group claim
HOPSWORKS-3081 Make OAuth redirect uri provider specific
HOPSWORKS-3079 Support fixed node port for istio-ingressgateway service
HOPSWORKS-3078 Refactor tags sub-resource
HOPSWORKS-3072 CVE-2021-43090
HOPSWORKS-3071 allow utf-8 chars for user names/surnames
HOPSWORKS-3069 Allow StreamFeatureGroup in backend to be available offline only
HOPSWORKS-3056 Add hopsworks to monitored libraries
HOPSWORKS-3055 Add chef attribute to limit the size of datanode storage
HOPSWORKS-3052 Add a flag to skip namespace creation when creating a project
HOPSWORKS-3051 Add new Python extra to HSFS for python engine to replace hive
HOPSWORKS-3047 Add chef attribute to control resource manager HTTPs ports
HOPSWORKS-3046 Enable TLS by default
HOPSWORKS-3042 Kerberos fixes for new UI
HOPSWORKS-3041 Bump up RonDB version to 21.04.4
HOPSWORKS-3040 Use informers in the model-serving-authenticator server
HOPSWORKS-3036 Kerberos and LDAP Docs
HOPSWORKS-3034 Move azure OAuth2 doc from cloud to admin
HOPSWORKS-3030 Add hopsworks debug flag
HOPSWORKS-3028 Extend JWT token lifetime
HOPSWORKS-3016 Improve Logstash Resource Utilization Configurability
HOPSWORKS-3014 [consul-chef] Attribute to change Consul client bind interface
HOPSWORKS-3012 Add dummy file in HopsFS for External Training Datasets to support Keywords/Tags
HOPSWORKS-3011 Decrease logstash pipeline workers for each pipeline
HOPSWORKS-3008 Upgrade Fink to 1.14.3 release
HOPSWORKS-3007 Limit TLS versions used by elastic
HOPSWORKS-3006 Add Expectation Suite Logic between common and persistence layer
HOPSWORKS-3005 Duplicate Expectation persistence logic to ExpectationSuite objects
HOPSWORKS-3004 Duplicate Expectation API logic to ExpectationSuite objects
HOPSWORKS-2999 HSFS Hive engine should throw proper errors for all unsupported methods
HOPSWORKS-2998 Hopsfs-mount fails in git container on VM with TLS disabled
HOPSWORKS-2996 Add git integration documentation
HOPSWORKS-2995 Add job configuration documentation
HOPSWORKS-2992 Jupyter update endpoint should update the entire settings
HOPSWORKS-2985 Add ssl_verify flag in condarc file
HOPSWORKS-2974 HSML support in non-kubernetes installations
HOPSWORKS-2970 Fix dependency-check
HOPSWORKS-2966 LDAP and Kerberos fixes for new UI
HOPSWORKS-2960 Migrate User management docs
HOPSWORKS-2956 Move/clean up hive certificates when using HSFS external client
HOPSWORKS-2955 default train_split property to "train"
HOPSWORKS-2949 Add Client IP and User Agent to the Hopsworks audit logs
HOPSWORKS-2921 Migrate Alert docs
HOPSWORKS-2918 Register built-in transformations by defaut for every project in backend
HOPSWORKS-2897 Remove old feature store UI
HOPSWORKS-2832 Support serving custom predictor scripts without model files
HOPSWORKS-2715 Support for 'requested' and 'limited' pod resources configuration
HOPSWORKS-2543 add support to insert_stream() to ingest data into offline fs
HOPSWORKS-2496 Split up JDBC Storage Connector arguments from string into class attributes
HOPSWORKS-2032 Remove unused parameters for small files from hops-hadoop-chef
HOPSWORKS-3215 Make Proxy use JWT
HOPSWORKS-3214 [hops-hadoop-chef ]fix wrong param name in hdfs-site.xml
HOPSWORKS-3203 Add training dataset support for GCS connector
HOPSWORKS-3199 Add loging page overwrite option
HOPSWORKS-3120 Quotas enforcement
HOPSWORKS-3054 Stream Feature Group Python Engine ingestion
HOPSWORKS-3010 Add Google BigQuery Connector
HOPSWORKS-2988 REST API Great Expectations DTO
HOPSWORKS-2987 Add create GE store method to ValidationPipeline class
HOPSWORKS-2986 Data Validation Hopsworks3
HOPSWORKS-2947 [FeatureView] Implement PrepareStatementResource
HOPSWORKS-2946 [FeatureView] Implement TransformationResource
HOPSWORKS-2945 [FeatureView] Implement activity endpoints
HOPSWORKS-2944 [FeatureView] Implement keyword related endpoints
HOPSWORKS-2943 [FeatureView] Implement QueryResource
HOPSWORKS-2942 [FeatureView] Implement TagResource
HOPSWORKS-2941 [FeatureView] Implement TrainingDatasetResource
HOPSWORKS-2844 Add autoscaling information to the /metrics endpoint
HOPSWORKS-2741 Add Kafka storage connector
HOPSWORKS-1851 Show feature store info in search
HOPSWORKS-3256 Remove old feature store tour job files
HOPSWORKS-3218 Support custom KServe TensorFlow version
HOPSWORKS-3179 Add catboost and xgboost libraries to base environment
HOPSWORKS-3178 Remove Deequ based data validation in favour of GE
HOPSWORKS-3177 Bump confluent-kafka to 1.8.2
HOPSWORKS-3175 [FeatureView] Add expansion on keywords and tags when getting td by version
HOPSWORKS-3174 Bump-up RonDB version to 21.04.6 and Bump Hops version in Chef to use 3.2.0.7-SNAPSHOT
HOPSWORKS-3153 Rebuild Spark 3.1 after hops dependency change
HOPSWORKS-3145 Chef enabled online feature store by default
HOPSWORKS-3085 Suppress CVE-2021-28165 from zookeeper dependency
HOPSWORKS-3083 Add hopsworks python SDK examples
HOPSWORKS-3076 [hops-hadoop-chef] Bump up Hops ndb version
HOPSWORKS-3018 Set executions_per_job_limit variable in tests
HOPSWORKS-2984 Add expansions to Git API
HOPSWORKS-2976 NullPointerException when logging requests containing queryDTOs
HOPSWORKS-2975 Remove feature store integration test spec
HOPSWORKS-2969 Add [rsa] profile to MySQL dependency in hsfs
HOPSWORKS-2881 Clean old Git support
HOPSWORKS-2879 Upgrade hudi to 0.10.0 release
HOPSWORKS-2673 Upgrade TensorFlow to 2.9 and PyTorch to 1.12
HOPSWORKS-2770 Feature Group clear content endpoint rethinking
HOPSWORKS-2748 Kibana and Grafana consul health checks are wrong
HOPSWORKS-2738 Artifact files should not have glassfish as owner
HOPSWORKS-2730 Proxy servlet is leaking resources
HOPSWORKS-2717 Avro fails with schema names starting with numeric characters
HOPSWORKS-2710 Wrong permissions for Airflow subdirectories
HOPSWORKS-2696 Cannot store features of tinyint offline type as avro serialization fails
HOPSWORKS-2682 node_exporter is not added to kagent services file if kagent is not enabled
HOPSWORKS-2669 Nullpointerexception when trying to get an environment that doesn't exists
HOPSWORKS-2665 Use Hopsworks internal port when calling generate_service_jwt in chef
HOPSWORKS-2663 Fix docker installation on ubuntu 18.04
HOPSWORKS-2662 Fix angular-material version
HOPSWORKS-2659 [hopsworks-chef] Chef guard has incorrect syntax
HOPSWORKS-2656 Incorrect payload when creating sklearn servings with new artifacts
HOPSWORKS-2644 Non HOPS_ADMIN users should not be able to access the cluster settings.
HOPSWORKS-2642 EditableSelect listening to keyboard event on window.
HOPSWORKS-2641 Project page not loading after login
HOPSWORKS-2640 Cannot start Jupyter if Kafka is offline
HOPSWORKS-2638 elastic clear cached scrolling contexts
HOPSWORKS-2620 Add shared by and accepted by to dataset sharing requests
HOPSWORKS-2213 feature group commit endpoints doesn't fall back to pagination defaults
HOPSWORKS-2768 Add private_ips attribute in consul-chef metadata.rb
HOPSWORKS-2736 Add versioning for KFServing tars in the archive
HOPSWORKS-2731 On-demand feature group should return primary key information
HOPSWORKS-2720 KfServing storage initializer should use Hopsworks internal port
HOPSWORKS-2712 Add support for IN condition in query filter
HOPSWORKS-2709 Add endpoint to retrieve the most recent ran jupyter notebooks
HOPSWORKS-2708 Add option to disable Jupyter shutdown
HOPSWORKS-2701 improve Jobs REST API filters
HOPSWORKS-2695 Replace creator with UserDTO in FeaturestoreEntityDTO
HOPSWORKS-2692 Disable Yarn application retry
HOPSWORKS-2683 Anaconda environment should be exported after every operation
HOPSWORKS-2681 Profiling optimization
HOPSWORKS-2667 Disable projects with no feature store
HOPSWORKS-2661 Sort Feature Group columns by hive metastore index
HOPSWORKS-2660 No user feedback when jupyter is not launched due to cpu/memory constraints
HOPSWORKS-2654 Attaching an expectation without features should try to use all the FG features
HOPSWORKS-2653 Flyway dir already exists error in hopsworks::install
HOPSWORKS-2606 compute training dataset statistics for train,test and validation separately
HOPSWORKS-2598 Add application field in snowflake storage connector
HOPSWORKS-2453 Feature validations - turn on by default
HOPSWORKS-1832 [ePipe] Handle connection errors with NDB
HOPSWORKS-2518 Point-In-Time Joins
HOPSWORKS-2765 Remove Sqoop
HOPSWORKS-2754 Bump hops dependencies to 3.2.0.5-RC0
HOPSWORKS-2753 Install ca-certificates in base image as required by nodejs
HOPSWORKS-2737 Pre-install flask in airflow-chef
HOPSWORKS-2723 Remove AUDITOR role
HOPSWORKS-2705 Deterministic UID/GID
HOPSWORKS-2693 Bump minor version of service proxy
HOPSWORKS-2689 Increase max file descriptors for mysql unit
HOPSWORKS-2684 Remove ndb_backup from Hopsworks
HOPSWORKS-2650 Bump hops dependencies to 3.2.0.5-SNAPSHOT
HOPSWORKS-2155 Set up multi-repo documentation for docs.hopsworks.ai
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
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
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
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