Image Revisions
December 23rd, 2024 (2.1.0)
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Updated the lab to GA watsonx.data 2.1.0 code
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New diagnostic console for restarting Presto, watsonx.data, and obtaining certificates and credentials.
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New Thrift Service replaces the Hive metastore. Note that a new port (8380) replaces the Hive port (9083).
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See updates for 2.1.0 at IBM watsonx.data 2.1.x Documentation
June 30, 2024 (2.0.0)
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Updated the lab to GA watsonx.data 2.0.0 code
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See updates for 2.0.0 at IBM watsonx.data 2.0.x Documentation
May 3, 2024 (1.1.4)
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Updated the lab to GA watsonx.data 1.1.4 code
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New Jupyter notebooks to demonstrate:
- Kafka queue creation and usage (update to 1.1.3 because the process changed)
- Kafka console installation and usage
- Watsonx.data RESTful API usage
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SSH over Browser support improvements (it works better now!)
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Additional shortcut commands added for managing the system
April 24, 2024 (1.1.3)
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Updated the lab to GA watsonx.data 1.1.3 code
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Added Milvus support and opened port 19530
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New Jupyter notebooks to demonstrate:
- Milvus usage for RAG generation
- Milvus ATTU Console
- Kafka queue creation and usage
- Presto RESTful API Usage example
February 29, 2024 (1.1.2)
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Updated the lab to GA watsonx.data 1.1.2 code
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Exposing Hive metastore port details (Developer edition)
You can now expose the Hive metastore port details outside the watsonx.data developer edition's host to facilitate connection from external applications (services outside of docker or Podman), such as the integration with Db2, and Spark to watsonx.data.
January 25, 2024 (1.1.1)
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Updated Lab Documentation
January 8, 2024 (1.1.1)
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Updated the lab to GA watsonx.data 1.1.1 code
January 3, 2024 (1.1.0)
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Added two open ports to the image
Sometimes there is a requirement to add another service to the watsonx.data image. For instance, you may want to add MongoDB or MSSQL to the system in order to demonstrate federations with these data source. Since we do not know what your requirements are, we have opened up two ports that can be assigned to any service. The documentation has been updated to describe what steps are needed to use these open up and use these ports.
December 6, 2023 (1.1.0)
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Updated the lab to GA 1.1.0 code
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Time-travel and roll-back queries
You can now run the following time-travel queries to access historical data in Apache Iceberg tables:
SELECT <columns> FROM <iceberg-table> FOR TIMESTAMP AS OF TIMESTAMP <timestamp> SELECT <columns> FROM <iceberg-table> FOR VERSION AS OF <snapshotId>
You can use time-travel queries to query and restore data that was updated or deleted in the past.
You can also roll back an Apache Iceberg table to any existing snapshot.
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Capture historical data about Presto queries
The Query History Monitoring and Management (QHMM) service captures historical data about Presto queries and events. The historical data is stored in a MinIO bucket and you can use the data to understand the queries that were run and to debug the Presto engine.
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Improved query performance with Metastore, File list, and File metadata caching
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You can now capture and track the DDL changes in watsonx.data by using an event listener.
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Ingest data by using Spark
You can now use the IBM Analytics Engine powered by Apache Spark to run ingestion jobs in watsonx.data.
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Integration with Db2 and Netezza Performance Server
You can now register Db2 or Netezza Performance Server engines in watsonx.data console.
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New connectors
You can now use connectors in watsonx.data to establish connections to the following types of databases:
- Teradata
- Delta Lake
- Elasticsearch
- SAP HANA
- SingleStoreDB
- Snowflake
- Teradata
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Db2 Upgraded to 11.5.9
October 6, 2023 (1.0.3)
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Updated the lab to GA 1.0.3 code
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Image now available in 10 data centers with simpler provisioning
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Removed VPN Requirement
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External URLs and Ports for all UI Services
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Added PostgreSQL and MySQL databases
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Added Jupyter notebook examples
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Fixed Presto certificate to support TechZone addresses without updating
/etc/hosts
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Added standalone Spark server to show connectivity to the Presto database
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Added watsonx.data Client code
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Added MinIO CLI interface
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Exposed external ports for MinIO, Db2, MySQL, PostgreSQL, Hive, PrestoDB
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VNC Interface disabled by default
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Added Ingesting data chapter
July 25, 2023 (1.0.1)
- Updated the lab to GA 1.0.1 code
- Automated start of watsonx.data and simplification of many of the sections
- Removed the Ingest section until a new version is available
- Added Db2 and PostgreSQL connection details
June 12, 2023 (1.0.0)
Clarified some commands and added an Appendix on common issues.
June 6, 2023 (1.0.0)
Updated instructions for new TechZone image and added Ingest lab instructions.
May 25th, 2023 (1.0.0)
Initial publication.