awslabs / awslabs/graphstorm

balance_etypes in partition_grap_lp

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bug
Dominant language
Python
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Description

Hello, in `partition_graph_lp.py` script, there is an argument `--balance-train`, which is used to decide whether to create the `balance_etypes` variable. However, `balance_etypes` is not used anywhere after it is created. Are there any plans to support balancing edge types in heterogeneous graphs?

Regards,
Kacper

Contributor guide

Open the contributing guide

Research direction

Start with partition_graph_lp.py, focusing on --balance-train and the creation of balance_etypes, then trace whether edge-type balancing is represented elsewhere. Done requires a decided scope for heterogeneous-edge-type balancing and an agreed implementation or documented answer; the issue names no test.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
machine-learning
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
20/100

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