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Try dataset pull on large dataset and measure performance #590

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ilongin opened this issue Nov 13, 2024 · 1 comment
Open

Try dataset pull on large dataset and measure performance #590

ilongin opened this issue Nov 13, 2024 · 1 comment
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@ilongin
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ilongin commented Nov 13, 2024

We need to make sure datachain pull works on real user scenarios.
We also need to measure performance, i.e how much overhead we are bringing if user would do just plain export - import by himself.
Datasets of 10M and larger should be tested

@ilongin ilongin self-assigned this Nov 13, 2024
@ilongin
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ilongin commented Nov 14, 2024

Some times for pulling without instantiating from Studio production (team name: demo-1):

  1. ds://laion_wds_1m (1M objects, 14 custom signals) : ~6k rows/sec
  2. ds://laion_wds (11.5M objects, 14 custom signals) : ~6.7k rows/sec

--- IN PROGRESS ---

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