[SPARK-27302] Design: graph algorithms based on property graphs

• Type: Story
• Status: Open
• Priority: Major
• Resolution: Unresolved
• Affects Version/s: 3.0.0
• Component/s: Graph
• Epic Link: Property Graph / Cypher / Algorithms
• Assignee: Weichen Xu
• Reporter: Xiangrui Meng
• Shepherd: Xiangrui Meng
• Created: 28/Mar/19 07:54
• Updated: 28/Mar/19 07:54

Description

Design doc for graph algorithms under the new property graph component. The main idea is to port DataFrame-based algorithm implementation from GraphFrames.

• API design.
• List DataFrame-based algorithms.
• List GraphX wrapped algorithms.
• Testing.
• Support Python/Java/Scala.