[SPARK-19634] Feature parity for descriptive statistics in MLlib

• Type: Sub-task
• Status: Resolved
• Priority: Major
• Resolution: Fixed
• Affects Version/s: 2.1.0
• Fix Version/s: 2.3.0
• Component/s: ML
• Assignee: Timothy Hunter
• Reporter: Timothy Hunter
• Created: 16/Feb/17 20:50
• Updated: 12/Dec/22 18:10
• Resolved: 16/Aug/17 02:44

Description

This ticket tracks porting the functionality of spark.mllib.MultivariateOnlineSummarizer over to spark.ml.

A design has been discussed in SPARK-19208 . Here is a design doc:

https://docs.google.com/document/d/1ELVpGV3EBjc2KQPLN9_9_Ge9gWchPZ6SGtDW5tTm_50/edit#

Issue Links

• relates to: SPARK-21741 Python API for DataFrame-based multivariate summarizer
• relates to: SPARK-23254 Add user guide entry for DataFrame multivariate summary
• links to: [Github] Pull Request #17419 (thunterdb)
• links to: [Github] Pull Request #18798 (WeichenXu123)
• links to: [Github] Pull Request #19156 (WeichenXu123)