OpenMLError "Dataset with data_id X not found"
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- Dominant language
- PHP
- Stars
- 755
- Forks
- 128
- PR merge metrics
- No merged PRs in 30d
Description
We are using OpenML datasets in the Fairlearn project, but are running into issues with CI/internal testing due "Dataset with data_id X not found " OpenMLError errors (see also https://github.com/fairlearn/fairlearn/issues/703).
Although it does not happen every time, it seems to be pretty common. Rerunning usually helps but it is not ideal. What is the recommended way to deal with this? I'd like to keep using OpenML for various reasons, but these errors may be a reason to move to a different dataset repository.
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
No files or tests are named. Start by comparing this report with fairlearn/fairlearn#703 and reproducing the intermittent “Dataset with data_id X not found” error during dataset retrieval; done means identifying the cause or supported mitigation and documenting or testing it.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- php
- Domain
- data, machine-learning
- Issue type
- Bug
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100