Goal / Scope
1.19.0 release with new functionality and bug fixes.
Release Artifacts
Download the 1.19.0 release candidate
Date of release: March 2022
JIRAs associated with the 1.19.0 release
Release Notes
MADlib v1.19.0:
Release Date: 2022-March-09
NOTE: This release changes MADlib library location and updates UDF definitions.
To ensure this change is reflected in the database, pg_ctl (for Postgres) or gpstop (for Greenplum) has to be in the PATH at the time of madpack installation.
Views depending directly on madlib defined function(s) have to be dropped
before upgrading.
New features:
- DBSCAN: Fast parallel-optimized DBSCAN (MADLIB-1017, MADLIB-867)
- MLP: Add rmsprop and Adam optimization techniques (MADLIB-1434, MADLIB-1435)
Improvements:
- Graph: Improve WCC subtx count and catalog entry frequency (MADLIB-1492)
- MLP: Set lambda value for minibatch
Bug fixes:
- PMML: Rename builder.py to circumvent ignore scripts
- DL: Fix object table schema error message
- DL: Fix metrics error message
- DL: Remove AOcontrol from load_top_k_accuracy fn
- GLM-multinom: Use non-temp tables in GroupIterationController
Other:
- DEBUG: Add WithTracebackForwarding() macro and report_segment_tracebacks param
- Jenkins: Add new dockerfile for PG11 (MADLIB-1469)
- Build: Use dynamic_library_path for module pathname
- Mac OS support is dropped until further notice