jni / jni/ray

networkx.Graph is too heavyweight for our segmentation

Open
#11 1 comment 0 reactions 0 assignees View on GitHub
performance
Dominant language
Python
Stars
30
Forks
9
PR merge metrics
No merged PRs in 30d

Description

networkx.Graph makes copious use of Python dictionaries, which are of course memory hogs. It would dramatically improve space efficiency to replace it with a different graph class that had the same interface.

Contributor guide

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Research direction

Start by locating where networkx.Graph is used for segmentation and identify the interface that must remain compatible. Compare the current graph's memory use with a replacement design, then verify that segmentation behavior is unchanged; the issue does not name files or tests for validation.

Written by the indexing model from the issue text.

Assessment

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

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