0.6.0
Release notes - Hopsworks - Version 0.6.0
Bug
- [HOPSWORKS-224] - Vizops driver and executor tabs do not display data
- [HOPSWORKS-369] - Restrict characters allowed in project names
- [HOPSWORKS-429] - Fix configuration of TFSpark in JobService
- [HOPSWORKS-526] - checkstyle rules out of date for Java 8
- [HOPSWORKS-587] - Chef recipes bug fixes and common install version
- [HOPSWORKS-594] - Fix compilation bug in tensorflow::default
- [HOPSWORKS-599] - Kafka tour broken because of HOPSWORKS-587
- [HOPSWORKS-602] - Update Hopsworks settings in cluster definition breaks flyway migrate
- [HOPSWORKS-604] - Review OpenMPI and CUDA upgrade
- [HOPSWORKS-605] - Chef: fix remote path for hops-examples and hops-util
- [HOPSWORKS-608] - Put back the code for downloading hops-tensorflow.jar
- [HOPSWORKS-610] - The project logging to ops_log should be done after the project is assigned an inode
- [HOPSWORKS-614] - [kagent-chef] Be consistent on the separator in config.ini
- [HOPSWORKS-615] - Kagent-chef upgrade broken
- [HOPSWORKS-617] - Hopsworks-579 breaks build with -Pcluster profile
- [HOPSWORKS-619] - nvidia-smi might not be available in hops::install to generate /tmp/num_gpus
- [HOPSWORKS-620] - Hops cookbook broken for configuration update
- [HOPSWORKS-624] - Proxy not handling capital letters in url
- [HOPSWORKS-632] - Regex too strict for yarn quota updates in admin ui
- [HOPSWORKS-635] - Enable logging for Livy
- [HOPSWORKS-636] - Only install nccl2 if chef attribute cuda/download_terms/accept is 'true'
- [HOPSWORKS-646] - Inconsistent metadata due to parallel data readers
- [HOPSWORKS-647] - Unshare dataset UI not working
- [HOPSWORKS-650] - Job-monitor ui broken
- [HOPSWORKS-652] - [hopslog-chef] Change primary group of yarn user to hadoop
- [HOPSWORKS-653] - Driver and Executor links broken in Executors tab in Spark UI
- [HOPSWORKS-660] - Zip/Unzip changes ownership for files in same directory as the unzipped folder or zipped file
- [HOPSWORKS-663] - Admin UI is broken because of missing methods in Hosts
- [HOPSWORKS-666] - MMLSpark breaks reproducible environments
- [HOPSWORKS-668] - ProjectController ignores failures for adding Jupyter dataset and Hive service
- [HOPSWORKS-670] - Conda search broken on master
- [HOPSWORKS-675] - Handling of agent heartbeat could result in transactions timing-out
- [HOPSWORKS-677] - [hops-hadoop-chef] Hopsworks host is not interpolated in yarn-site.xml
- [HOPSWORKS-681] - Wrong filename for certificates (.cert.pem appended twice)
- [HOPSWORKS-682] - Installed Python libraries do not change status
- [HOPSWORKS-684] - TensorBoard broken for single Experiment in JobUI
- [HOPSWORKS-691] - "Unhealthy HDFS blocks" display badly in admin pannel when running multiple NN
- [HOPSWORKS-696] - /previewFile in DataSetService does not filter out control codes from JSON response
- [HOPSWORKS-701] - JobService proxy should not set host config for client
- [HOPSWORKS-704] - TensorBoard not showing events in Experiments service
- [HOPSWORKS-707] - Lib status for anaconda envs still is broken
- [HOPSWORKS-731] - Add additional Distributed Training configuration check to JupyterConfigFilesGenerator
- [HOPSWORKS-746] - TfLibMapping missing TensorFlow 1.8
- [HOPSWORKS-753] - Change default location of Unix MySQL socket for Rspec
- [HOPSWORKS-756] - Jupyter NPE when starting it before Python service is enabled
- [HOPSWORKS-760] - elastic-chef don't use the elasticsearch lwrp to create the user
- [HOPSWORKS-766] - If hopsworks.version is 0.6.0 replace flyway_schema_history table
- [HOPSWORKS-768] - appservice tests fail randomly
- [HOPSWORKS-772] - Chef replace provider uses local path
- [HOPSWORKS-773] - Usernames should not contain any special char
- [HOPSWORKS-777] - Hopsworks administrator should be able to delete Projects
- [HOPSWORKS-779] - [ePipe] Fix a race condition while reading from ndb
- [HOPSWORKS-783] - INFO log severity in UserStatusValidator is polluting the logs
- [HOPSWORKS-786] - Fix file path for 0.6.0 flyway migration table
- [HOPSWORKS-794] - flyway schema history should be replaced only if the last migration was 0.5.0
- [HOPSWORKS-795] - Jupyter does not have a preselected mode set
- [HOPSWORKS-797] - Swagger cannot generate json
- [HOPSWORKS-799] - Lowercase project name for TfServing logs
Sub-task
- [HOPSWORKS-244] - Replace deprecated _ttl field in elasticsearch
- [HOPSWORKS-251] - Replace log4j socketAppender for Logstash
- [HOPSWORKS-299] - Add functionality to cancel job schedule
- [HOPSWORKS-509] - REST API v2 - Refactor error handling
- [HOPSWORKS-558] - Upgrade hopslog-chef and elastic-chef
- [HOPSWORKS-559] - Upgrade Hopsworks to work with latest elasticsearch
- [HOPSWORKS-560] - Upgrade ePipe to work with latest elasticsearch
- [HOPSWORKS-584] - REST Api for Tensorflow Serving
- [HOPSWORKS-694] - Notebooks for Kafka tour (Python/Scala)
- [HOPSWORKS-698] - Add Kafka Python documentation to hops-doc
- [HOPSWORKS-699] - Add kafka python dependencies to anaconda base environment
- [HOPSWORKS-737] - Update dela config template according to updated dropwizard version
- [HOPSWORKS-738] - Remove configurable attributes that can be retrieved from kagent attributes (ex. mysql ip/port)
- [HOPSWORKS-741] - Upgrade livy to work with Spark 2.3.2
- [HOPSWORKS-758] - Bump py4j version in Hopsworks and make it configurable at runtime
- [HOPSWORKS-784] - Job status stuck in "Starting ApplicationMaster"
- [HOPSWORKS-789] - hops-util-py should account for elastic index being lowercase
- [HOPSWORKS-790] - KibanaProxyServlet and TensorBoardService lowercase projectname
New Feature
- [HOPSWORKS-532] - Experiments service
- [HOPSWORKS-561] - Push TFServing logs to Elasticsearch
- [HOPSWORKS-563] - Add support for provenance in ePipe
- [HOPSWORKS-585] - JWT library for Hopsworks
- [HOPSWORKS-680] - Add Kafka support in hops-util-py
- [HOPSWORKS-689] - Support ParameterServerStrategy in hops-util-py
- [HOPSWORKS-822] - [hops-hadoop-chef] Backup mechanism of Hops logs
Improvement
- [HOPSWORKS-256] - Project name should be equal regardless of capitalization
- [HOPSWORKS-357] - Move public dataset size to details
- [HOPSWORKS-451] - karamel override attributes for node groups
- [HOPSWORKS-452] - Add support for rebuilding Elasticsearch index in ePipe
- [HOPSWORKS-564] - Refactor ePipe to easily enable or disable different watch units
- [HOPSWORKS-565] - Update ePipe start command
- [HOPSWORKS-578] - supply custom tensorlfow wheel to chef for installation
- [HOPSWORKS-579] - Add to hopsworks-ca ability to sign csr using multiple CAs
- [HOPSWORKS-591] - Admin UI (Conda): Show disk usage for conda, allow cleanup
- [HOPSWORKS-595] - [kagent] Persistent state store for kagent
- [HOPSWORKS-601] - [kagent] Remove Chef attributes from Python code
- [HOPSWORKS-607] - Improve TensorFlow demo tour
- [HOPSWORKS-611] - Unset MetaEnabled on the dataset before deleting to avoid redundant calls to Elasticsearch
- [HOPSWORKS-613] - Add support for application certificate versioning
- [HOPSWORKS-631] - Integrate Pydoop HDFS API into Hops API
- [HOPSWORKS-643] - Refactor TfServing code to allow pluggable providers
- [HOPSWORKS-644] - Kagent improvements: multiple params from single recipe & my_hostname function
- [HOPSWORKS-645] - [hops-hadoop-chef] Enable encryption for the block transfer
- [HOPSWORKS-648] - Conda envs Garbage Collection
- [HOPSWORKS-667] - Unify Job logs and Jupyter Elasticsearch index and Kibana objects creation
- [HOPSWORKS-674] - Parallelize materialization of certificates
- [HOPSWORKS-676] - Make SparkUI logs intuitive
- [HOPSWORKS-690] - Add button to stop particular Livy session in Jupyter dashboard
- [HOPSWORKS-697] - Refine structure of keystores and truststores in Hops
- [HOPSWORKS-705] - Extend TfLibMapping to support ongoing environment creation
- [HOPSWORKS-709] - Link to hops-util-py docs in Python service
- [HOPSWORKS-725] - [kagent-chef] Make Conda GC blacklist more generic
- [HOPSWORKS-726] - [hops-hadoop-chef] Update Hopsworks CA endpoints in yarn-site.xml
- [HOPSWORKS-736] - dela updates and fixes
- [HOPSWORKS-757] - Chef improvements for upgrading ELK stack
- [HOPSWORKS-761] - Run Expat at the end of the installation
- [HOPSWORKS-771] - Allow memory quota configuration in yarn
Task
- [HOPSWORKS-243] - Upgrade ELK stack
- [HOPSWORKS-439] - Remove netbeans file from hopsworks-web module
- [HOPSWORKS-592] - upgrade ndb to 7.6.6
- [HOPSWORKS-597] - Update Hops dependency in Hopsworks to 2.8.2.5-snapshot
- [HOPSWORKS-598] - Upgrade livy version to 0.6.0-incubating-SNAPSHOT
- [HOPSWORKS-600] - Add/Update .bowerrc due to upstream changes
- [HOPSWORKS-603] - upgrade mmlspark to 0.13 to support Spark 2.3
- [HOPSWORKS-628] - Change HopsWorks TM to Hopsworks
- [HOPSWORKS-633] - Upgrade Anaconda to 5.2
- [HOPSWORKS-637] - Point Berksfiles to LogicalClocks organization
- [HOPSWORKS-649] - Cleanup old transform_graph code
- [HOPSWORKS-656] - Upgrade Spark to 2.3.2
- [HOPSWORKS-692] - Update Hops dependency in Hopsworks to 2.8.2.5
- [HOPSWORKS-695] - Dela update to hopsworks-ca v2 and elastic 6.2.3
- [HOPSWORKS-708] - Add API docs for hops-util-py
- [HOPSWORKS-710] - Complete hops-util-py documentation
- [HOPSWORKS-714] - elastic ports config issue
- [HOPSWORKS-722] - Remove Horovod from chef
- [HOPSWORKS-723] - Update hops-docs with HopsML documentation
- [HOPSWORKS-724] - Update java version in cookbooks
- [HOPSWORKS-730] - [kagent-chef] Move anaconda recipies
- [HOPSWORKS-748] - hops-util-py versioning in chef