huggingface / huggingface/datatrove

Wrong stats in multi-node local executor

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#297 1 comment 0 reactions 0 assignees View on GitHub
Dominant language
Python
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Merged PRs (30d)
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Description

Due to lack of node-level communication, the stats at the end of each pipeline step can only aggregate results from the current node, and what's being written to the disk is the status of the last finished worker, rather than the global info

Contributor guide

No contributing guide indexed for this repository

Research direction

Start by locating the multi-node local executor and the code that aggregates pipeline-step stats and writes status to disk. Trace how worker results are collected, then verify that the persisted output represents global node information rather than the last finished worker.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
data-engineering, distributed-systems
Issue type
Bug
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
35/100

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