zilliztech / zilliztech/VectorDBBench
GIST Ground Truth Data Missing
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- Dominant language
- Python
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Description
I want to run the Search Performance Test on the GIST dataset. I created a new test, since current workloads don't have GIST as part of the performance test. Currently GIST and SIFT are only used in capacity test.
However, the dataset doesn't contain the ground truth data. It only downloads train.parquet and doesn't download the ground truth data (I believe that would be neighbors.parquet).
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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
Locate the GIST dataset loader used by the capacity test and compare it with the new Search Performance Test workload. Check how train.parquet is downloaded and whether neighbors.parquet is available, then verify that the search performance test can run with the ground truth data.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- performance, testing-qa
- Issue type
- Bug
- Difficulty
- 2/5
- Estimated time
- 1-3 hours
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 38/100